diff --git a/daal4py/_sources/algorithms.rst.txt b/daal4py/_sources/algorithms.rst.txt
index 3d23cd2..17f2ef0 100755
--- a/daal4py/_sources/algorithms.rst.txt
+++ b/daal4py/_sources/algorithms.rst.txt
@@ -13,7 +13,7 @@ Parameters and semantics are described in |onedal-dg-classification-decision-for
 .. rubric:: Examples:
 
 - `Single-Process Decision Forest Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_classification_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_classification_batch.py>`__
 
 .. autoclass:: daal4py.decision_forest_classification_training
    :members: compute
@@ -33,7 +33,7 @@ Parameters and semantics are described in |onedal-dg-classification-decision-tre
 .. rubric:: Examples:
 
 - `Single-Process Decision Tree Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_classification_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_classification_batch.py>`__
 
 .. autoclass:: daal4py.decision_tree_classification_training
    :members: compute
@@ -53,7 +53,7 @@ Parameters and semantics are described in |onedal-dg-classification-gradient-boo
 .. rubric:: Examples:
 
 - `Single-Process Gradient Boosted Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_classification_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_classification_batch.py>`__
 
 .. autoclass:: daal4py.gbt_classification_training
    :members: compute
@@ -73,7 +73,7 @@ Parameters and semantics are described in |onedal-dg-k-nearest-neighbors-knn|_.
 .. rubric:: Examples:
 
 - `Single-Process kNN
-  <https://github.com/IntelPython/daal4py/blob/master/examples/kdtree_knn_classification_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kdtree_knn_classification_batch.py>`__
 
 .. autoclass:: daal4py.kdtree_knn_classification_training
    :members: compute
@@ -108,7 +108,7 @@ Parameters and semantics are described in |onedal-dg-classification-adaboost|_.
 .. rubric:: Examples:
 
 - `Single-Process AdaBoost Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/adaboost_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adaboost_batch.py>`__
 
 .. autoclass:: daal4py.adaboost_training
    :members: compute
@@ -128,7 +128,7 @@ Parameters and semantics are described in |onedal-dg-classification-brownboost|_
 .. rubric:: Examples:
 
 - `Single-Process BrownBoost Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/brownboost_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/brownboost_batch.py>`__
 
 .. autoclass:: daal4py.brownboost_training
    :members: compute
@@ -148,7 +148,7 @@ Parameters and semantics are described in |onedal-dg-classification-logitboost|_
 .. rubric:: Examples:
 
 - `Single-Process LogitBoost Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/logitboost_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/logitboost_batch.py>`__
 
 .. autoclass:: daal4py.logitboost_training
    :members: compute
@@ -168,7 +168,7 @@ Parameters and semantics are described in |onedal-dg-classification-weak-learner
 .. rubric:: Examples:
 
 - `Single-Process Stump Weak Learner Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/stump_classification_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/stump_classification_batch.py>`__
 
 .. autoclass:: daal4py.stump_classification_training
    :members: compute
@@ -187,9 +187,9 @@ Parameters and semantics are described in |onedal-dg-naive-bayes|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Naive Bayes <https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_batch.py>`__
-- `Streaming Naive Bayes <https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_streaming.py>`__
-- `Multi-Process Naive Bayes <https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_spmd.py>`__
+- `Single-Process Naive Bayes <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_batch.py>`__
+- `Streaming Naive Bayes <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_streaming.py>`__
+- `Multi-Process Naive Bayes <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_spmd.py>`__
 
 .. autoclass:: daal4py.multinomial_naive_bayes_training
    :members: compute
@@ -211,7 +211,7 @@ Note: For the labels parameter, data is formatted as -1s and 1s
 .. rubric:: Examples:
 
 - `Single-Process SVM
-  <https://github.com/IntelPython/daal4py/blob/master/examples/svm_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svm_batch.py>`__
 
 .. autoclass:: daal4py.svm_training
    :members: compute
@@ -231,9 +231,9 @@ Parameters and semantics are described in |onedal-dg-logistic-regression|_.
 .. rubric:: Examples:
 
 - `Single-Process Binary Class Logistic Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/log_reg_binary_dense_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/log_reg_binary_dense_batch.py>`__
 - `Single-Process Logistic Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/log_reg_dense_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/log_reg_dense_batch.py>`__
 
 .. autoclass:: daal4py.logistic_regression_training
    :members: compute
@@ -257,7 +257,7 @@ Parameters and semantics are described in |onedal-dg-regression-decision-forest|
 .. rubric:: Examples:
 
 - `Single-Process Decision Forest Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_regression_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_regression_batch.py>`__
 
 .. autoclass:: daal4py.decision_forest_regression_training
    :members: compute
@@ -277,7 +277,7 @@ Parameters and semantics are described in |onedal-dg-regression-decision-tree|_.
 .. rubric:: Examples:
 
 - `Single-Process Decision Tree Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_regression_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_regression_batch.py>`__
 
 .. autoclass:: daal4py.decision_tree_regression_training
    :members: compute
@@ -297,7 +297,7 @@ Parameters and semantics are described in |onedal-dg-regression-gradient-boosted
 .. rubric:: Examples:
 
 - `Single-Process Boosted Regression Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_regression_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_regression_batch.py>`__
 
 .. autoclass:: daal4py.gbt_regression_training
    :members: compute
@@ -316,9 +316,9 @@ Parameters and semantics are described in |onedal-dg-linear-regression|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Linear Regression <https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_batch.py>`__
-- `Streaming Linear Regression <https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_streaming.py>`__
-- `Multi-Process Linear Regression <https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_spmd.py>`__
+- `Single-Process Linear Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_batch.py>`__
+- `Streaming Linear Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_streaming.py>`__
+- `Multi-Process Linear Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_spmd.py>`__
 
 .. autoclass:: daal4py.linear_regression_training
    :members: compute
@@ -337,7 +337,7 @@ Parameters and semantics are described in |onedal-dg-least-absolute-shrinkage-an
 
 .. rubric:: Examples:
 
-- `Single-Process LASSO Regression <https://github.com/IntelPython/daal4py/blob/master/examples/lasso_regression_batch.py>`__
+- `Single-Process LASSO Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lasso_regression_batch.py>`__
 
 .. autoclass:: daal4py.lasso_regression_training
    :members: compute
@@ -356,9 +356,9 @@ Parameters and semantics are described in |onedal-dg-ridge-regression|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Ridge Regression <https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_batch.py>`__
-- `Streaming Ridge Regression <https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_streaming.py>`__
-- `Multi-Process Ridge Regression <https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_spmd.py>`__
+- `Single-Process Ridge Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_batch.py>`__
+- `Streaming Ridge Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_streaming.py>`__
+- `Multi-Process Ridge Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_spmd.py>`__
 
 .. autoclass:: daal4py.ridge_regression_training
    :members: compute
@@ -378,7 +378,7 @@ Parameters and semantics are described in |onedal-dg-regression-stump|_.
 .. rubric:: Examples:
 
 - `Single-Process Stump Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/stump_regression_batch.py>`__
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/stump_regression_batch.py>`__
 
 .. autoclass:: daal4py.stump_regression_training
    :members: compute
@@ -397,8 +397,8 @@ Parameters and semantics are described in |onedal-dg-pca|_.
 
 .. rubric:: Examples:
 
-- `Single-Process PCA <https://github.com/IntelPython/daal4py/blob/master/examples/pca_batch.py>`__
-- `Multi-Process PCA <https://github.com/IntelPython/daal4py/blob/master/examples/pca_spmd.py>`__
+- `Single-Process PCA <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_batch.py>`__
+- `Multi-Process PCA <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_spmd.py>`__
 
 .. autoclass:: daal4py.pca
    :members: compute
@@ -411,7 +411,7 @@ Parameters and semantics are described in |onedal-dg-pca-transform|_.
 
 .. rubric:: Examples:
 
-- `Single-Process PCA Transform <https://github.com/IntelPython/daal4py/blob/master/examples/pca_transform_batch.py>`__
+- `Single-Process PCA Transform <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_transform_batch.py>`__
 
 .. autoclass:: daal4py.pca_transform
    :members: compute
@@ -424,8 +424,8 @@ Parameters and semantics are described in |onedal-dg-k-means-clustering|_.
 
 .. rubric:: Examples:
 
-- `Single-Process K-Means <https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_batch.py>`__
-- `Multi-Process K-Means <https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_spmd.py>`__
+- `Single-Process K-Means <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_batch.py>`__
+- `Multi-Process K-Means <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_spmd.py>`__
 
 K-Means Initialization
 ^^^^^^^^^^^^^^^^^^^^^^
@@ -451,7 +451,7 @@ Parameters and semantics are described in |onedal-dg-density-based-spatial-clust
 
 .. rubric:: Examples:
 
-- `Single-Process DBSCAN <https://github.com/IntelPython/daal4py/blob/master/examples/dbscan_batch.py>`__
+- `Single-Process DBSCAN <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/dbscan_batch.py>`__
 
 .. autoclass:: daal4py.dbscan
    :members: compute
@@ -466,7 +466,7 @@ Parameters and semantics are described in |onedal-dg-multivariate-outlier-detect
 
 .. rubric:: Examples:
 
-- `Single-Process Multivariate Outlier Detection <https://github.com/IntelPython/daal4py/blob/master/examples/multivariate_outlier_batch.py>`__
+- `Single-Process Multivariate Outlier Detection <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/multivariate_outlier_batch.py>`__
 
 .. autoclass:: daal4py.multivariate_outlier_detection
    :members: compute
@@ -479,7 +479,7 @@ Parameters and semantics are described in |onedal-dg-univariate-outlier-detectio
 
 .. rubric:: Examples:
 
-- `Single-Process Univariate Outlier Detection <https://github.com/IntelPython/daal4py/blob/master/examples/univariate_outlier_batch.py>`__
+- `Single-Process Univariate Outlier Detection <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/univariate_outlier_batch.py>`__
 
 .. autoclass:: daal4py.univariate_outlier_detection
    :members: compute
@@ -492,7 +492,7 @@ Parameters and semantics are described in |onedal-dg-multivariate-bacon-outlier-
 
 .. rubric:: Examples:
 
-- `Single-Process Bacon Outlier Detection <https://github.com/IntelPython/daal4py/blob/master/examples/bacon_outlier_batch.py>`__
+- `Single-Process Bacon Outlier Detection <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/bacon_outlier_batch.py>`__
 
 .. autoclass:: daal4py.bacon_outlier_detection
    :members: compute
@@ -508,9 +508,9 @@ Mean Squared Error Algorithm (MSE)
 Parameters and semantics are described in |onedal-dg-mse|_.
 
 .. rubric:: Examples:
-- `In Adagrad <https://github.com/IntelPython/daal4py/blob/master/examples/adagrad_mse_batch.py>`__
-- `In LBFGS <https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_mse_batch.py>`__
-- `In SGD <https://github.com/IntelPython/daal4py/blob/master/examples/sgd_mse_batch.py>`__
+- `In Adagrad <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adagrad_mse_batch.py>`__
+- `In LBFGS <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_mse_batch.py>`__
+- `In SGD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_mse_batch.py>`__
 
 .. autoclass:: daal4py.optimization_solver_mse
    :members: compute, setup
@@ -522,7 +522,7 @@ Logistic Loss
 Parameters and semantics are described in |onedal-dg-logistic-loss|_.
 
 .. rubric:: Examples:
-- `In SGD <https://github.com/IntelPython/daal4py/blob/master/examples/sgd_logistic_loss_batch.py>`__
+- `In SGD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_logistic_loss_batch.py>`__
 
 .. autoclass:: daal4py.optimization_solver_logistic_loss
    :members: compute, setup
@@ -534,7 +534,7 @@ Cross-entropy Loss
 Parameters and semantics are described in |onedal-dg-cross-entropy-loss|_.
 
 .. rubric:: Examples:
-- `In LBFGS <https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_cr_entr_loss_batch.py>`__
+- `In LBFGS <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_cr_entr_loss_batch.py>`__
 
 .. autoclass:: daal4py.optimization_solver_cross_entropy_loss
    :members: compute, setup
@@ -548,7 +548,7 @@ Stochastic Gradient Descent Algorithm
 Parameters and semantics are described in |onedal-dg-sgd|_.
 
 .. rubric:: Examples:
-- `Using Logistic Loss <https://github.com/IntelPython/daal4py/blob/master/examples/sgd_logistic_loss_batch.py>`__
+- `Using Logistic Loss <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_logistic_loss_batch.py>`__
 - `Using MSE <https://github.com/IntelPython/daal4py//blob/master/examples/sgd_mse_batch.py>`__
 
 .. autoclass:: daal4py.optimization_solver_sgd
@@ -561,7 +561,7 @@ Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm
 Parameters and semantics are described in |onedal-dg-lbfgs|_.
 
 .. rubric:: Examples:
-- `Using MSE <https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_mse_batch.py>`__
+- `Using MSE <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_mse_batch.py>`__
 
 .. autoclass:: daal4py.optimization_solver_lbfgs
    :members: compute
@@ -573,7 +573,7 @@ Adaptive Subgradient Method
 Parameters and semantics are described in |onedal-dg-adagrad|_.
 
 .. rubric:: Examples:
-- `Using MSE <https://github.com/IntelPython/daal4py/blob/master/examples/adagrad_mse_batch.py>`__
+- `Using MSE <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adagrad_mse_batch.py>`__
 
 .. autoclass:: daal4py.optimization_solver_adagrad
    :members: compute
@@ -585,7 +585,7 @@ Stochastic Average Gradient Descent
 Parameters and semantics are described in |onedal-dg-stochastic-average-gradient-descent-saga|_.
 
 .. rubric:: Examples:
-- `Single Proces saga-logistc_loss <https://github.com/IntelPython/daal4py/blob/master/examples/saga_batch.py>`__
+- `Single Proces saga-logistc_loss <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/saga_batch.py>`__
 
 .. autoclass:: daal4py.optimization_solver_saga
    :members: compute
@@ -600,7 +600,7 @@ Parameters and semantics are described in |onedal-dg-cosine-distance|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Cosine Distance <https://github.com/IntelPython/daal4py/blob/master/examples/cosine_distance_batch.py>`__
+- `Single-Process Cosine Distance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/cosine_distance_batch.py>`__
 
 .. autoclass:: daal4py.cosine_distance
    :members: compute
@@ -613,7 +613,7 @@ Parameters and semantics are described in |onedal-dg-correlation-distance|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Correlation Distance <https://github.com/IntelPython/daal4py/blob/master/examples/correlation_distance_batch.py>`__
+- `Single-Process Correlation Distance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/correlation_distance_batch.py>`__
 
 .. autoclass:: daal4py.correlation_distance
    :members: compute
@@ -630,7 +630,7 @@ Parameters and semantics are described in |onedal-dg-expectation-maximization-in
 
 .. rubric:: Examples:
 
-- `Single-Process Expectation-Maximization <https://github.com/IntelPython/daal4py/blob/master/examples/em_gmm_batch.py>`__
+- `Single-Process Expectation-Maximization <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/em_gmm_batch.py>`__
 
 .. autoclass:: daal4py.em_gmm_init
    :members: compute
@@ -643,7 +643,7 @@ Parameters and semantics are described in |onedal-dg-expectation-maximization-fo
 
 .. rubric:: Examples:
 
-- `Single-Process Expectation-Maximization <https://github.com/IntelPython/daal4py/blob/master/examples/em_gmm_batch.py>`__
+- `Single-Process Expectation-Maximization <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/em_gmm_batch.py>`__
 
 .. autoclass:: daal4py.em_gmm
    :members: compute
@@ -660,8 +660,8 @@ Parameters and semantics are described in |onedal-dg-qr-decomposition-without-pi
 
 .. rubric:: Examples:
 
-- `Single-Process QR <https://github.com/IntelPython/daal4py/blob/master/examples/qr_batch.py>`__
-- `Streaming QR <https://github.com/IntelPython/daal4py/blob/master/examples/qr_streaming.py>`__
+- `Single-Process QR <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/qr_batch.py>`__
+- `Streaming QR <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/qr_streaming.py>`__
 
 .. autoclass:: daal4py.qr
    :members: compute
@@ -674,7 +674,7 @@ Parameters and semantics are described in |onedal-dg-pivoted-qr-decomposition|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Pivoted QR <https://github.com/IntelPython/daal4py/blob/master/examples/pivoted_qr_batch.py>`__
+- `Single-Process Pivoted QR <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pivoted_qr_batch.py>`__
 
 .. autoclass:: daal4py.pivoted_qr
    :members: compute
@@ -691,7 +691,7 @@ Parameters and semantics are described in |onedal-dg-z-score|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Z-Score Normalization <https://github.com/IntelPython/daal4py/blob/master/examples/normalization_zscore_batch.py>`__
+- `Single-Process Z-Score Normalization <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/normalization_zscore_batch.py>`__
 
 .. autoclass:: daal4py.normalization_zscore
    :members: compute
@@ -704,7 +704,7 @@ Parameters and semantics are described in |onedal-dg-min-max|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Min-Max Normalization <https://github.com/IntelPython/daal4py/blob/master/examples/normalization_minmax_batch.py>`__
+- `Single-Process Min-Max Normalization <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/normalization_minmax_batch.py>`__
 
 .. autoclass:: daal4py.normalization_minmax
    :members: compute
@@ -755,7 +755,7 @@ Parameters and semantics are described in |onedal-dg-bernoulli-distribution|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Bernoulli Distribution <https://github.com/IntelPython/daal4py/blob/master/examples/distributions_bernoulli_batch.py>`__
+- `Single-Process Bernoulli Distribution <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/distributions_bernoulli_batch.py>`__
 
 .. autoclass:: daal4py.distributions_bernoulli
    :members: compute
@@ -768,7 +768,7 @@ Parameters and semantics are described in |onedal-dg-normal-distribution|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Normal Distribution <https://github.com/IntelPython/daal4py/blob/master/examples/distributions_normal_batch.py>`__
+- `Single-Process Normal Distribution <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/distributions_normal_batch.py>`__
 
 .. autoclass:: daal4py.distributions_normal
    :members: compute
@@ -781,7 +781,7 @@ Parameters and semantics are described in |onedal-dg-uniform-distribution|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Uniform Distribution <https://github.com/IntelPython/daal4py/blob/master/examples/distributions_uniform_batch.py>`__
+- `Single-Process Uniform Distribution <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/distributions_uniform_batch.py>`__
 
 .. autoclass:: daal4py.distributions_uniform
    :members: compute
@@ -794,7 +794,7 @@ Parameters and semantics are described in |onedal-dg-association-rules|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Association Rules <https://github.com/IntelPython/daal4py/blob/master/examples/association_rules_batch.py>`__
+- `Single-Process Association Rules <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/association_rules_batch.py>`__
 
 .. autoclass:: daal4py.association_rules
    :members: compute
@@ -807,7 +807,7 @@ Parameters and semantics are described in |onedal-dg-cholesky-decomposition|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Cholesky <https://github.com/IntelPython/daal4py/blob/master/examples/cholesky_batch.py>`__
+- `Single-Process Cholesky <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/cholesky_batch.py>`__
 
 .. autoclass:: daal4py.cholesky
    :members: compute
@@ -820,9 +820,9 @@ Parameters and semantics are described in |onedal-dg-correlation-and-variance-co
 
 .. rubric:: Examples:
 
-- `Single-Process Covariance <https://github.com/IntelPython/daal4py/blob/master/examples/covariance_batch.py>`__
-- `Streaming Covariance <https://github.com/IntelPython/daal4py/blob/master/examples/covariance_streaming.py>`__
-- `Multi-Process Covariance <https://github.com/IntelPython/daal4py/blob/master/examples/covariance_spmd.py>`__
+- `Single-Process Covariance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_batch.py>`__
+- `Streaming Covariance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_streaming.py>`__
+- `Multi-Process Covariance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_spmd.py>`__
 
 .. autoclass:: daal4py.covariance
    :members: compute
@@ -835,7 +835,7 @@ Parameters and semantics are described in |onedal-dg-implicit-alternating-least-
 
 .. rubric:: Examples:
 
-- `Single-Process implicit ALS <https://github.com/IntelPython/daal4py/blob/master/examples/implicit_als_batch.py>`__
+- `Single-Process implicit ALS <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/implicit_als_batch.py>`__
 
 .. autoclass:: daal4py.implicit_als_training
    :members: compute
@@ -854,9 +854,9 @@ Parameters and semantics are described in |onedal-dg-moments-of-low-order|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Low Order Moments <https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_dense_batch.py>`__
-- `Streaming Low Order Moments <https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_streaming.py>`__
-- `Multi-Process Low Order Moments <https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_spmd.py>`__
+- `Single-Process Low Order Moments <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_dense_batch.py>`__
+- `Streaming Low Order Moments <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_streaming.py>`__
+- `Multi-Process Low Order Moments <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_spmd.py>`__
 
 .. autoclass:: daal4py.low_order_moments
    :members: compute
@@ -869,7 +869,7 @@ Parameters and semantics are described in |onedal-dg-quantiles|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Quantiles <https://github.com/IntelPython/daal4py/blob/master/examples/quantiles_batch.py>`__
+- `Single-Process Quantiles <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/quantiles_batch.py>`__
 
 .. autoclass:: daal4py.quantiles
    :members: compute
@@ -882,9 +882,9 @@ Parameters and semantics are described in |onedal-dg-svd|_.
 
 .. rubric:: Examples:
 
-- `Single-Process SVD <https://github.com/IntelPython/daal4py/blob/master/examples/svd_batch.py>`__
-- `Streaming SVD <https://github.com/IntelPython/daal4py/blob/master/examples/svd_streaming.py>`__
-- `Multi-Process SVD <https://github.com/IntelPython/daal4py/blob/master/examples/svd_spmd.py>`__
+- `Single-Process SVD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_batch.py>`__
+- `Streaming SVD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_streaming.py>`__
+- `Multi-Process SVD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_spmd.py>`__
 
 .. autoclass:: daal4py.svd
    :members: compute
@@ -897,7 +897,7 @@ Parameters and semantics are described in |onedal-dg-sorting|_.
 
 .. rubric:: Examples:
 
-- `Single-Process Sorting <https://github.com/IntelPython/daal4py/blob/master/examples/sorting_batch.py>`__
+- `Single-Process Sorting <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sorting_batch.py>`__
 
 .. autoclass:: daal4py.sorting
    :members: compute
@@ -910,12 +910,12 @@ Trees
 
 .. rubric:: Examples:
 
-- `Decision Forest Regression <https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_regression_traverse_batch.py>`__
-- `Decision Forest Classification <https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_classification_traverse_batch.py>`__
-- `Decision Tree Regression <https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_regression_traverse_batch.py>`__
-- `Decision Tree Classification <https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_classification_traverse_batch.py>`__
-- `Gradient Boosted Trees Regression <https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_regression_traverse_batch.py>`__
-- `Gradient Boosted Trees Classification <https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_classification_traverse_batch.py>`__
+- `Decision Forest Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_regression_traverse_batch.py>`__
+- `Decision Forest Classification <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_classification_traverse_batch.py>`__
+- `Decision Tree Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_regression_traverse_batch.py>`__
+- `Decision Tree Classification <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_classification_traverse_batch.py>`__
+- `Gradient Boosted Trees Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_regression_traverse_batch.py>`__
+- `Gradient Boosted Trees Classification <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_classification_traverse_batch.py>`__
 
 .. Link replacements
 
diff --git a/daal4py/_sources/examples.rst.txt b/daal4py/_sources/examples.rst.txt
index 25e581a..951c694 100755
--- a/daal4py/_sources/examples.rst.txt
+++ b/daal4py/_sources/examples.rst.txt
@@ -9,148 +9,148 @@ Data Science examples
 
 Jupyter Notebooks
 
-- `Linear Regression <https://github.com/IntelPython/daal4py/blob/master/examples/daal4py_data_science.ipynb>`_
+- `Linear Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/daal4py_data_science.ipynb>`_
 
 General usage
 -------------
 
 Principal Component Analysis (PCA) Transform
 
-- `Single-Process PCA <https://github.com/IntelPython/daal4py/blob/master/examples/pca_batch.py>`_
-- `Multi-Process  PCA <https://github.com/IntelPython/daal4py/blob/master/examples/pca_spmd.py>`_
+- `Single-Process PCA <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_batch.py>`_
+- `Multi-Process  PCA <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_spmd.py>`_
 
 Singular Value Decomposition (SVD)
 
-- `Single-Process PCA Transform <https://github.com/IntelPython/daal4py/blob/master/examples/pca_transform_batch.py>`_
+- `Single-Process PCA Transform <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_transform_batch.py>`_
 
-- `Single-Process SVD <https://github.com/IntelPython/daal4py/blob/master/examples/svd_batch.py>`_
-- `Streaming SVD <https://github.com/IntelPython/daal4py/blob/master/examples/svd_streaming.py>`_
-- `Multi-Process SVD <https://github.com/IntelPython/daal4py/blob/master/examples/svd_spmd.py>`_
+- `Single-Process SVD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_batch.py>`_
+- `Streaming SVD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_streaming.py>`_
+- `Multi-Process SVD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_spmd.py>`_
 
 Moments of Low Order
 
-- `Single-Process Low Order Moments <https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_dense_batch.py>`_
-- `Streaming Low Order Moments <https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_dense_streaming.py>`_
-- `Multi-Process Low Order Moments <https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_spmd.py>`_
+- `Single-Process Low Order Moments <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_dense_batch.py>`_
+- `Streaming Low Order Moments <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_dense_streaming.py>`_
+- `Multi-Process Low Order Moments <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_spmd.py>`_
 
 Correlation and Variance-Covariance Matrices
 
-- `Single-Process Covariance <https://github.com/IntelPython/daal4py/blob/master/examples/covariance_batch.py>`_
-- `Streaming Covariance <https://github.com/IntelPython/daal4py/blob/master/examples/covariance_streaming.py>`_
-- `Multi-Process Covariance <https://github.com/IntelPython/daal4py/blob/master/examples/covariance_spmd.py>`_
+- `Single-Process Covariance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_batch.py>`_
+- `Streaming Covariance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_streaming.py>`_
+- `Multi-Process Covariance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_spmd.py>`_
 
 Decision Forest Classification
 
 - `Single-Process Decision Forest Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_classification_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_classification_batch.py>`_
 
 Decision Tree Classification
 
 - `Single-Process Decision Tree Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_classification_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_classification_batch.py>`_
 
 Gradient Boosted Classification
 
 - `Single-Process Gradient Boosted Classification
-  <https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_classification_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_classification_batch.py>`_
 
 k-Nearest Neighbors (kNN)
 
 - `Single-Process kNN
-  <https://github.com/IntelPython/daal4py/blob/master/examples/kdtree_knn_classification_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kdtree_knn_classification_batch.py>`_
 
 Multinomial Naive Bayes
 
-- `Single-Process Naive Bayes <https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_batch.py>`_
-- `Streaming Naive Bayes <https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_streaming.py>`_
-- `Multi-Process  Naive Bayes <https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_spmd.py>`_
+- `Single-Process Naive Bayes <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_batch.py>`_
+- `Streaming Naive Bayes <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_streaming.py>`_
+- `Multi-Process  Naive Bayes <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_spmd.py>`_
 
 Support Vector Machine (SVM)
 
 - `Single-Process SVM
-  <https://github.com/IntelPython/daal4py/blob/master/examples/svm_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svm_batch.py>`_
 
 Logistic Regression
 
 - `Single-Process Binary Class Logistic Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/log_reg_binary_dense_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/log_reg_binary_dense_batch.py>`_
 - `Single-Process Logistic Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/log_reg_dense_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/log_reg_dense_batch.py>`_
 
 Decision Forest Regression
 
 - `Single-Process Decision Forest Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_regression_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_regression_batch.py>`_
 
 - `Single-Process Decision Tree Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_regression_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_regression_batch.py>`_
 
 Gradient Boosted Regression
 
 - `Single-Process Boosted Regression
-  <https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_regression_batch.py>`_
+  <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_regression_batch.py>`_
 
 Linear Regression
 
-- `Single-Process Linear Regression <https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_batch.py>`_
-- `Streaming Linear Regression <https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_streaming.py>`_
-- `Multi-Process Linear Regression <https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_spmd.py>`_
+- `Single-Process Linear Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_batch.py>`_
+- `Streaming Linear Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_streaming.py>`_
+- `Multi-Process Linear Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_spmd.py>`_
 
 Ridge Regression
 
-- `Single-Process Ridge Regression <https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_batch.py>`_
-- `Streaming Ridge Regression <https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_streaming.py>`_
-- `Multi-Process Ridge Regression <https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_spmd.py>`_
+- `Single-Process Ridge Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_batch.py>`_
+- `Streaming Ridge Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_streaming.py>`_
+- `Multi-Process Ridge Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_spmd.py>`_
 
 K-Means Clustering
 
-- `Single-Process K-Means <https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_batch.py>`_
-- `Multi-Process K-Means <https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_spmd.py>`_
+- `Single-Process K-Means <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_batch.py>`_
+- `Multi-Process K-Means <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_spmd.py>`_
 
 Multivariate Outlier Detection
 
-- `Single-Process Multivariate Outlier Detection <https://github.com/IntelPython/daal4py/blob/master/examples/multivariate_outlier_batch.py>`_
+- `Single-Process Multivariate Outlier Detection <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/multivariate_outlier_batch.py>`_
 
 Univariate Outlier Detection
 
-- `Single-Process Univariate Outlier Detection <https://github.com/IntelPython/daal4py/blob/master/examples/univariate_outlier_batch.py>`_
+- `Single-Process Univariate Outlier Detection <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/univariate_outlier_batch.py>`_
 
 Optimization Solvers-Mean Squared Error Algorithm (MSE)
 
-- `MSE In Adagrad <https://github.com/IntelPython/daal4py/blob/master/examples/adagrad_mse_batch.py>`_
-- `MSE In LBFGS <https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_mse_batch.py>`_
-- `MSE In SGD <https://github.com/IntelPython/daal4py/blob/master/examples/sgd_mse_batch.py>`_
+- `MSE In Adagrad <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adagrad_mse_batch.py>`_
+- `MSE In LBFGS <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_mse_batch.py>`_
+- `MSE In SGD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_mse_batch.py>`_
 
 Logistic Loss
 
-- `Logistic Loss SGD <https://github.com/IntelPython/daal4py/blob/master/examples/sgd_logistic_loss_batch.py>`_
+- `Logistic Loss SGD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_logistic_loss_batch.py>`_
 
 Stochastic Gradient Descent Algorithm
 
-- `Stochastic Gradient Descent Algorithm Using Logistic Loss <https://github.com/IntelPython/daal4py/blob/master/examples/sgd_logistic_loss_batch.py>`_
+- `Stochastic Gradient Descent Algorithm Using Logistic Loss <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_logistic_loss_batch.py>`_
 - `Stochastic Gradient Descent Algorithm Using MSE <https://github.com/IntelPython/daal4py//blob/master/examples/sgd_mse_batch.py>`_
 
 Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm
 
-- `Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm - Using MSE <https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_mse_batch.py>`_
+- `Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm - Using MSE <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_mse_batch.py>`_
 
 Adaptive Subgradient Method
 
-- `Adaptive Subgradient Method Using MSE <https://github.com/IntelPython/daal4py/blob/master/examples/adagrad_mse_batch.py>`_
+- `Adaptive Subgradient Method Using MSE <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adagrad_mse_batch.py>`_
 
 Cosine Distance Matrix
 
-- `Single-Process Cosine Distance <https://github.com/IntelPython/daal4py/blob/master/examples/cosine_distance_batch.py>`_
+- `Single-Process Cosine Distance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/cosine_distance_batch.py>`_
 
 Correlation Distance Matrix
 
-- `Single-Process Correlation Distance <https://github.com/IntelPython/daal4py/blob/master/examples/correlation_distance_batch.py>`_
+- `Single-Process Correlation Distance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/correlation_distance_batch.py>`_
 
 Trees
 
-- `Decision Forest Regression <https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_regression_traverse_batch.py>`_
-- `Decision Forest Classification <https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_classification_traverse_batch.py>`_
-- `Decision Tree Regression <https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_regression_traverse_batch.py>`_
-- `Decision Tree Classification <https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_classification_traverse_batch.py>`_
-- `Gradient Boosted Trees Regression <https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_regression_traverse_batch.py>`_
-- `Gradient Boosted Trees Classification <https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_classification_traverse_batch.py>`_
+- `Decision Forest Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_regression_traverse_batch.py>`_
+- `Decision Forest Classification <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_classification_traverse_batch.py>`_
+- `Decision Tree Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_regression_traverse_batch.py>`_
+- `Decision Tree Classification <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_classification_traverse_batch.py>`_
+- `Gradient Boosted Trees Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_regression_traverse_batch.py>`_
+- `Gradient Boosted Trees Classification <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_classification_traverse_batch.py>`_
diff --git a/daal4py/_sources/scaling.rst.txt b/daal4py/_sources/scaling.rst.txt
index 2ca6c7d..d41c670 100755
--- a/daal4py/_sources/scaling.rst.txt
+++ b/daal4py/_sources/scaling.rst.txt
@@ -57,36 +57,36 @@ The following algorithms support distribution:
 
 - PCA (pca)
 
-  - `PCA <https://github.com/IntelPython/daal4py/blob/master/examples/pca_spmd.py>`_
+  - `PCA <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_spmd.py>`_
 
 - SVD (svd)
 
-  - `SVD <https://github.com/IntelPython/daal4py/blob/master/examples/svd_spmd.py>`_
+  - `SVD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_spmd.py>`_
 
 - Linear Regression Training (linear_regression_training)
 
-  - `Linear Regression <https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_spmd.py>`_
+  - `Linear Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_spmd.py>`_
 
 - Ridge Regression Training (ridge_regression_training)
 
-  - `Ridge Regression <https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_spmd.py>`_
+  - `Ridge Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_spmd.py>`_
 
 - Multinomial Naive Bayes Training (multinomial_naive_bayes_training)
 
-  - `Naive Bayes <https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_spmd.py>`_
+  - `Naive Bayes <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_spmd.py>`_
 
 - K-Means (kmeans_init and kmeans)
 
-  - `K-Means <https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_spmd.py>`_
+  - `K-Means <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_spmd.py>`_
 
 - Correlation and Variance-Covariance Matrices (covariance)
 
-  - `Covariance <https://github.com/IntelPython/daal4py/blob/master/examples/covariance_spmd.py>`_
+  - `Covariance <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_spmd.py>`_
 
 - Moments of Low Order (low_order_moments)
 
-  - `Low Order Moments <https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_spmd.py>`_
+  - `Low Order Moments <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_spmd.py>`_
 
 - QR Decomposition (qr)
 
-  - `QR <https://github.com/IntelPython/daal4py/blob/master/examples/qr_spmd.py>`_
+  - `QR <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/qr_spmd.py>`_
diff --git a/daal4py/_sources/streaming.rst.txt b/daal4py/_sources/streaming.rst.txt
index 8b31ac7..3436b84 100755
--- a/daal4py/_sources/streaming.rst.txt
+++ b/daal4py/_sources/streaming.rst.txt
@@ -29,7 +29,7 @@ daal4py's streaming mode is as easy as follows:
 The streaming algorithms also accept arrays and DataFrames as input, e.g. the
 data can come from a stream rather than from multiple files. Here is an example
 which simulates a data stream using a generator which reads a file in chunks:
-`SVD reading stream of data <https://github.com/IntelPython/daal4py/blob/master/examples/stream.py>`_
+`SVD reading stream of data <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/stream.py>`_
 
 Supported Algorithms and Examples
 ---------------------------------
@@ -37,20 +37,20 @@ The following algorithms support streaming:
 
 - SVD (svd)
 
-  - `SVD <https://github.com/IntelPython/daal4py/blob/master/examples/svd_streaming.py>`_
+  - `SVD <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_streaming.py>`_
 
 - Linear Regression Training (linear_regression_training)
 
-  - `Linear Regression <https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_streaming.py>`_
+  - `Linear Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_streaming.py>`_
 
 - Ridge Regression Training (ridge_regression_training)
 
-  - `Ridge Regression <https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_streaming.py>`_
+  - `Ridge Regression <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_streaming.py>`_
 
 - Multinomial Naive Bayes Training (multinomial_naive_bayes_training)
 
-  - `Naive Bayes <https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_streaming.py>`_
+  - `Naive Bayes <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_streaming.py>`_
 
 - Moments of Low Order
 
-  - `Low Order Moments <https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_streaming.py>`_
+  - `Low Order Moments <https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_streaming.py>`_
diff --git a/daal4py/algorithms.html b/daal4py/algorithms.html
index 2083a42..42ce848 100755
--- a/daal4py/algorithms.html
+++ b/daal4py/algorithms.html
@@ -275,7 +275,7 @@ <h3>Decision Forest Classification<a class="headerlink" href="#decision-forest-c
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/decision_forest/decision-forest-classification.html">Intel(R) oneAPI Data Analytics Library Classification Decision Forest</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_classification_batch.py">Single-Process Decision Forest Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_classification_batch.py">Single-Process Decision Forest Classification</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.decision_forest_classification_training">
@@ -494,7 +494,7 @@ <h3>Decision Tree Classification<a class="headerlink" href="#decision-tree-class
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/decision_tree/decision-tree-classification.html">Intel(R) oneAPI Data Analytics Library Classification Decision Tree</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_classification_batch.py">Single-Process Decision Tree Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_classification_batch.py">Single-Process Decision Tree Classification</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.decision_tree_classification_training">
@@ -657,7 +657,7 @@ <h3>Gradient Boosted Classification<a class="headerlink" href="#gradient-boosted
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/gradient_boosted_trees/gradient-boosted-trees-classification.html">Intel(R) oneAPI Data Analytics Library Classification Gradient Boosted Tree</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_classification_batch.py">Single-Process Gradient Boosted Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_classification_batch.py">Single-Process Gradient Boosted Classification</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.gbt_classification_training">
@@ -885,7 +885,7 @@ <h3>k-Nearest Neighbors (kNN)<a class="headerlink" href="#k-nearest-neighbors-kn
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/k_nearest_neighbors/k-nearest-neighbors-knn-classifier.html">Intel(R) oneAPI Data Analytics Library k-Nearest Neighbors (kNN)</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/kdtree_knn_classification_batch.py">Single-Process kNN</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kdtree_knn_classification_batch.py">Single-Process kNN</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.kdtree_knn_classification_training">
@@ -1203,7 +1203,7 @@ <h3>AdaBoost Classification<a class="headerlink" href="#adaboost-classification"
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/boosting/adaboost.html">Intel(R) oneAPI Data Analytics Library Classification AdaBoost</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/adaboost_batch.py">Single-Process AdaBoost Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adaboost_batch.py">Single-Process AdaBoost Classification</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.adaboost_training">
@@ -1406,7 +1406,7 @@ <h3>BrownBoost Classification<a class="headerlink" href="#brownboost-classificat
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/boosting/brownboost.html">Intel(R) oneAPI Data Analytics Library Classification BrownBoost</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/brownboost_batch.py">Single-Process BrownBoost Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/brownboost_batch.py">Single-Process BrownBoost Classification</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.brownboost_training">
@@ -1601,7 +1601,7 @@ <h3>LogitBoost Classification<a class="headerlink" href="#logitboost-classificat
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/boosting/logitboost.html">Intel(R) oneAPI Data Analytics Library Classification LogitBoost</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/logitboost_batch.py">Single-Process LogitBoost Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/logitboost_batch.py">Single-Process LogitBoost Classification</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.logitboost_training">
@@ -1794,7 +1794,7 @@ <h3>Stump Weak Learner Classification<a class="headerlink" href="#stump-weak-lea
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/stump/classification.html">Intel(R) oneAPI Data Analytics Library Classification Weak Learner Stump</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/stump_classification_batch.py">Single-Process Stump Weak Learner Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/stump_classification_batch.py">Single-Process Stump Weak Learner Classification</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.stump_classification_training">
@@ -1997,9 +1997,9 @@ <h3>Multinomial Naive Bayes<a class="headerlink" href="#multinomial-naive-bayes"
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/naive_bayes/naive-bayes-classifier.html">Intel(R) oneAPI Data Analytics Library Naive Bayes</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_batch.py">Single-Process Naive Bayes</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_streaming.py">Streaming Naive Bayes</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_spmd.py">Multi-Process Naive Bayes</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_batch.py">Single-Process Naive Bayes</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_streaming.py">Streaming Naive Bayes</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_spmd.py">Multi-Process Naive Bayes</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.multinomial_naive_bayes_training">
@@ -2187,7 +2187,7 @@ <h3>Support Vector Machine (SVM)<a class="headerlink" href="#support-vector-mach
 <p>Note: For the labels parameter, data is formatted as -1s and 1s</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svm_batch.py">Single-Process SVM</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svm_batch.py">Single-Process SVM</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.svm_training">
@@ -2394,8 +2394,8 @@ <h3>Logistic Regression<a class="headerlink" href="#logistic-regression" title="
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/logistic_regression/logistic-regression.html">Intel(R) oneAPI Data Analytics Library Logistic Regression</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/log_reg_binary_dense_batch.py">Single-Process Binary Class Logistic Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/log_reg_dense_batch.py">Single-Process Logistic Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/log_reg_binary_dense_batch.py">Single-Process Binary Class Logistic Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/log_reg_dense_batch.py">Single-Process Logistic Regression</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.logistic_regression_training">
@@ -2584,7 +2584,7 @@ <h3>Decision Forest Regression<a class="headerlink" href="#decision-forest-regre
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/decision_forest/decision-forest-regression.html">Intel(R) oneAPI Data Analytics Library Regression Decision Forest</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_regression_batch.py">Single-Process Decision Forest Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_regression_batch.py">Single-Process Decision Forest Regression</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.decision_forest_regression_training">
@@ -2758,7 +2758,7 @@ <h3>Decision Tree Regression<a class="headerlink" href="#decision-tree-regressio
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/decision_tree/decision-tree-regression.html">Intel(R) oneAPI Data Analytics Library Regression Decision Tree</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_regression_batch.py">Single-Process Decision Tree Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_regression_batch.py">Single-Process Decision Tree Regression</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.decision_tree_regression_training">
@@ -2883,7 +2883,7 @@ <h3>Gradient Boosted Regression<a class="headerlink" href="#gradient-boosted-reg
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/gradient_boosted_trees/gradient-boosted-trees-regression.html">Intel(R) oneAPI Data Analytics Library Regression Gradient Boosted Tree</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_regression_batch.py">Single-Process Boosted Regression Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_regression_batch.py">Single-Process Boosted Regression Regression</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.gbt_regression_training">
@@ -3076,9 +3076,9 @@ <h3>Linear Regression<a class="headerlink" href="#linear-regression" title="Perm
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/linear_ridge_regression/linear-regression.html">Intel(R) oneAPI Data Analytics Library Linear Regression</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_batch.py">Single-Process Linear Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_streaming.py">Streaming Linear Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_spmd.py">Multi-Process Linear Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_batch.py">Single-Process Linear Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_streaming.py">Streaming Linear Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_spmd.py">Multi-Process Linear Regression</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.linear_regression_training">
@@ -3237,7 +3237,7 @@ <h3>Least Absolute Shrinkage and Selection Operator<a class="headerlink" href="#
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/lasso_elastic_net/lasso.html">Intel(R) oneAPI Data Analytics Library Least Absolute Shrinkage and Selection Operator</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/lasso_regression_batch.py">Single-Process LASSO Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lasso_regression_batch.py">Single-Process LASSO Regression</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.lasso_regression_training">
@@ -3410,9 +3410,9 @@ <h3>Ridge Regression<a class="headerlink" href="#ridge-regression" title="Permal
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/linear_ridge_regression/ridge-regression.html">Intel(R) oneAPI Data Analytics Library Ridge Regression</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_batch.py">Single-Process Ridge Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_streaming.py">Streaming Ridge Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_spmd.py">Multi-Process Ridge Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_batch.py">Single-Process Ridge Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_streaming.py">Streaming Ridge Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_spmd.py">Multi-Process Ridge Regression</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.ridge_regression_training">
@@ -3572,7 +3572,7 @@ <h3>Stump Regression<a class="headerlink" href="#stump-regression" title="Permal
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/stump/regression.html">Intel(R) oneAPI Data Analytics Library Regression Stump</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/stump_regression_batch.py">Single-Process Stump Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/stump_regression_batch.py">Single-Process Stump Regression</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.stump_regression_training">
@@ -3742,8 +3742,8 @@ <h2>Principal Component Analysis (PCA)<a class="headerlink" href="#principal-com
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/pca/principal-component-analysis.html">Intel(R) oneAPI Data Analytics Library PCA</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/pca_batch.py">Single-Process PCA</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/pca_spmd.py">Multi-Process PCA</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_batch.py">Single-Process PCA</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_spmd.py">Multi-Process PCA</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.pca">
@@ -3841,7 +3841,7 @@ <h3>Principal Component Analysis (PCA) Transform<a class="headerlink" href="#pri
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/pca/transform.html">Intel(R) oneAPI Data Analytics Library PCA Transform</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/pca_transform_batch.py">Single-Process PCA Transform</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_transform_batch.py">Single-Process PCA Transform</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.pca_transform">
@@ -3898,8 +3898,8 @@ <h2>K-Means Clustering<a class="headerlink" href="#k-means-clustering" title="Pe
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/kmeans/k-means-clustering.html">Intel(R) oneAPI Data Analytics Library K-Means Clustering</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_batch.py">Single-Process K-Means</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_spmd.py">Multi-Process K-Means</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_batch.py">Single-Process K-Means</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_spmd.py">Multi-Process K-Means</a></p></li>
 </ul>
 <div class="section" id="k-means-initialization">
 <h3>K-Means Initialization<a class="headerlink" href="#k-means-initialization" title="Permalink to this headline">¶</a></h3>
@@ -4047,7 +4047,7 @@ <h2>Density-Based Spatial Clustering of Applications with Noise<a class="headerl
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/dbscan/index.html">Intel(R) oneAPI Data Analytics Library Density-Based Spatial Clustering of Applications with Noise</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/dbscan_batch.py">Single-Process DBSCAN</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/dbscan_batch.py">Single-Process DBSCAN</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.dbscan">
@@ -4142,7 +4142,7 @@ <h3>Multivariate Outlier Detection<a class="headerlink" href="#multivariate-outl
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/outlier_detection/multivariate.html">Intel(R) oneAPI Data Analytics Library Multivariate Outlier Detection</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/multivariate_outlier_batch.py">Single-Process Multivariate Outlier Detection</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/multivariate_outlier_batch.py">Single-Process Multivariate Outlier Detection</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.multivariate_outlier_detection">
@@ -4198,7 +4198,7 @@ <h3>Univariate Outlier Detection<a class="headerlink" href="#univariate-outlier-
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/outlier_detection/univariate.html">Intel(R) oneAPI Data Analytics Library Univariate Outlier Detection</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/univariate_outlier_batch.py">Single-Process Univariate Outlier Detection</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/univariate_outlier_batch.py">Single-Process Univariate Outlier Detection</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.univariate_outlier_detection">
@@ -4254,7 +4254,7 @@ <h3>Multivariate Bacon Outlier Detection<a class="headerlink" href="#multivariat
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/outlier_detection/multivariate-bacon.html">Intel(R) oneAPI Data Analytics Library Multivariate Bacon Outlier Detection</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/bacon_outlier_batch.py">Single-Process Bacon Outlier Detection</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/bacon_outlier_batch.py">Single-Process Bacon Outlier Detection</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.bacon_outlier_detection">
@@ -4313,9 +4313,9 @@ <h4>Mean Squared Error Algorithm (MSE)<a class="headerlink" href="#mean-squared-
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/optimization-solvers/objective-functions/mse.html">Intel(R) oneAPI Data Analytics Library MSE</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/adagrad_mse_batch.py">In Adagrad</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_mse_batch.py">In LBFGS</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/sgd_mse_batch.py">In SGD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adagrad_mse_batch.py">In Adagrad</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_mse_batch.py">In LBFGS</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_mse_batch.py">In SGD</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.optimization_solver_mse">
@@ -4389,7 +4389,7 @@ <h4>Logistic Loss<a class="headerlink" href="#logistic-loss" title="Permalink to
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/optimization-solvers/objective-functions/logistic-loss.html">Intel(R) oneAPI Data Analytics Library Logistic Loss</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/sgd_logistic_loss_batch.py">In SGD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_logistic_loss_batch.py">In SGD</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.optimization_solver_logistic_loss">
@@ -4459,7 +4459,7 @@ <h4>Cross-entropy Loss<a class="headerlink" href="#cross-entropy-loss" title="Pe
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/optimization-solvers/objective-functions/cross-entropy.html">Intel(R) oneAPI Data Analytics Library Cross Entropy Loss</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_cr_entr_loss_batch.py">In LBFGS</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_cr_entr_loss_batch.py">In LBFGS</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.optimization_solver_cross_entropy_loss">
@@ -4533,7 +4533,7 @@ <h4>Stochastic Gradient Descent Algorithm<a class="headerlink" href="#stochastic
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/optimization-solvers/solvers/stochastic-gradient-descent-algorithm.html">Intel(R) oneAPI Data Analytics Library SGD</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/sgd_logistic_loss_batch.py">Using Logistic Loss</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_logistic_loss_batch.py">Using Logistic Loss</a></p></li>
 <li><p><a class="reference external" href="https://github.com/IntelPython/daal4py//blob/master/examples/sgd_mse_batch.py">Using MSE</a></p></li>
 </ul>
 <dl class="py class">
@@ -4606,7 +4606,7 @@ <h4>Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm<a class="headerlin
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/optimization-solvers/solvers/limited-memory-broyden-fletcher-goldfarb-shanno-algorithm.html">Intel(R) oneAPI Data Analytics Library LBFGS</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_mse_batch.py">Using MSE</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_mse_batch.py">Using MSE</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.optimization_solver_lbfgs">
@@ -4679,7 +4679,7 @@ <h4>Adaptive Subgradient Method<a class="headerlink" href="#adaptive-subgradient
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/optimization-solvers/solvers/adaptive-subgradient-method.html">Intel(R) oneAPI Data Analytics Library AdaGrad</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/adagrad_mse_batch.py">Using MSE</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adagrad_mse_batch.py">Using MSE</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.optimization_solver_adagrad">
@@ -4749,7 +4749,7 @@ <h4>Stochastic Average Gradient Descent<a class="headerlink" href="#stochastic-a
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/optimization-solvers/solvers/stochastic-average-gradient-accelerated-method.html">Intel(R) oneAPI Data Analytics Library Stochastic Average Gradient Descent SAGA</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/saga_batch.py">Single Proces saga-logistc_loss</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/saga_batch.py">Single Proces saga-logistc_loss</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.optimization_solver_saga">
@@ -4835,7 +4835,7 @@ <h3>Cosine Distance Matrix<a class="headerlink" href="#cosine-distance-matrix" t
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/distance/cosine.html">Intel(R) oneAPI Data Analytics Library Cosine Distance</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/cosine_distance_batch.py">Single-Process Cosine Distance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/cosine_distance_batch.py">Single-Process Cosine Distance</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.cosine_distance">
@@ -4886,7 +4886,7 @@ <h3>Correlation Distance Matrix<a class="headerlink" href="#correlation-distance
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/distance/correlation.html">Intel(R) oneAPI Data Analytics Library Correlation Distance</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/correlation_distance_batch.py">Single-Process Correlation Distance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/correlation_distance_batch.py">Single-Process Correlation Distance</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.correlation_distance">
@@ -4941,7 +4941,7 @@ <h3>Initialization for the Gaussian Mixture Model<a class="headerlink" href="#in
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/em/expectation-maximization.html#initialization">Intel(R) oneAPI Data Analytics Library Expectation-Maximization Initialization</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/em_gmm_batch.py">Single-Process Expectation-Maximization</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/em_gmm_batch.py">Single-Process Expectation-Maximization</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.em_gmm_init">
@@ -5018,7 +5018,7 @@ <h3>EM algorithm for the Gaussian Mixture Model<a class="headerlink" href="#em-a
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/em/expectation-maximization.html#em-algorithm-for-the-gaussian-mixture-model">Intel(R) oneAPI Data Analytics Library Expectation-Maximization for the Gaussian Mixture Model</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/em_gmm_batch.py">Single-Process Expectation-Maximization</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/em_gmm_batch.py">Single-Process Expectation-Maximization</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.em_gmm">
@@ -5123,8 +5123,8 @@ <h3>QR Decomposition (without pivoting)<a class="headerlink" href="#qr-decomposi
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/qr/qr-without-pivoting.html">Intel(R) oneAPI Data Analytics Library QR Decomposition without pivoting</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/qr_batch.py">Single-Process QR</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/qr_streaming.py">Streaming QR</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/qr_batch.py">Single-Process QR</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/qr_streaming.py">Streaming QR</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.qr">
@@ -5187,7 +5187,7 @@ <h3>Pivoted QR Decomposition<a class="headerlink" href="#pivoted-qr-decompositio
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/qr/qr-pivoted.html">Intel(R) oneAPI Data Analytics Library Pivoted QR Decomposition</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/pivoted_qr_batch.py">Single-Process Pivoted QR</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pivoted_qr_batch.py">Single-Process Pivoted QR</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.pivoted_qr">
@@ -5263,7 +5263,7 @@ <h3>Z-Score<a class="headerlink" href="#z-score" title="Permalink to this headli
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/normalization/z-score.html">Intel(R) oneAPI Data Analytics Library Z-Score</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/normalization_zscore_batch.py">Single-Process Z-Score Normalization</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/normalization_zscore_batch.py">Single-Process Z-Score Normalization</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.normalization_zscore">
@@ -5336,7 +5336,7 @@ <h3>Min-Max<a class="headerlink" href="#min-max" title="Permalink to this headli
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/normalization/min-max.html">Intel(R) oneAPI Data Analytics Library Min-Max</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/normalization_minmax_batch.py">Single-Process Min-Max Normalization</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/normalization_minmax_batch.py">Single-Process Min-Max Normalization</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.normalization_minmax">
@@ -5527,7 +5527,7 @@ <h3>Bernoulli<a class="headerlink" href="#bernoulli" title="Permalink to this he
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/distributions/bernoulli.html">Intel(R) oneAPI Data Analytics Library Bernoulli Distribution</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/distributions_bernoulli_batch.py">Single-Process Bernoulli Distribution</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/distributions_bernoulli_batch.py">Single-Process Bernoulli Distribution</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.distributions_bernoulli">
@@ -5570,7 +5570,7 @@ <h3>Normal<a class="headerlink" href="#normal" title="Permalink to this headline
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/distributions/normal.html">Intel(R) oneAPI Data Analytics Library Normal Distribution</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/distributions_normal_batch.py">Single-Process Normal Distribution</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/distributions_normal_batch.py">Single-Process Normal Distribution</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.distributions_normal">
@@ -5614,7 +5614,7 @@ <h3>Uniform<a class="headerlink" href="#uniform" title="Permalink to this headli
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/distributions/uniform.html">Intel(R) oneAPI Data Analytics Library Uniform Distribution</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/distributions_uniform_batch.py">Single-Process Uniform Distribution</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/distributions_uniform_batch.py">Single-Process Uniform Distribution</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.distributions_uniform">
@@ -5659,7 +5659,7 @@ <h2>Association Rules<a class="headerlink" href="#association-rules" title="Perm
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/association_rules/association-rules.html">Intel(R) oneAPI Data Analytics Library Association Rules</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/association_rules_batch.py">Single-Process Association Rules</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/association_rules_batch.py">Single-Process Association Rules</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.association_rules">
@@ -5759,7 +5759,7 @@ <h2>Cholesky Decomposition<a class="headerlink" href="#cholesky-decomposition" t
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/cholesky/cholesky.html">Intel(R) oneAPI Data Analytics Library Cholesky Decomposition</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/cholesky_batch.py">Single-Process Cholesky</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/cholesky_batch.py">Single-Process Cholesky</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.cholesky">
@@ -5810,9 +5810,9 @@ <h2>Correlation and Variance-Covariance Matrices<a class="headerlink" href="#cor
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/covariance/correlation-and-variance-covariance-matrices.html">Intel(R) oneAPI Data Analytics Library Correlation and Variance-Covariance Matrices</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/covariance_batch.py">Single-Process Covariance</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/covariance_streaming.py">Streaming Covariance</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/covariance_spmd.py">Multi-Process Covariance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_batch.py">Single-Process Covariance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_streaming.py">Streaming Covariance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_spmd.py">Multi-Process Covariance</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.covariance">
@@ -5886,7 +5886,7 @@ <h2>Implicit Alternating Least Squares (implicit ALS)<a class="headerlink" href=
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/implicit_als/implicit-alternating-least-squares.html">Intel(R) oneAPI Data Analytics Library Implicit Alternating Least Squares</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/implicit_als_batch.py">Single-Process implicit ALS</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/implicit_als_batch.py">Single-Process implicit ALS</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.implicit_als_training">
@@ -6019,9 +6019,9 @@ <h2>Moments of Low Order<a class="headerlink" href="#moments-of-low-order" title
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/moments/moments-of-low-order.html">Intel(R) oneAPI Data Analytics Library Moments of Low Order</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_dense_batch.py">Single-Process Low Order Moments</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_streaming.py">Streaming Low Order Moments</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_spmd.py">Multi-Process Low Order Moments</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_dense_batch.py">Single-Process Low Order Moments</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_streaming.py">Streaming Low Order Moments</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_spmd.py">Multi-Process Low Order Moments</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.low_order_moments">
@@ -6165,7 +6165,7 @@ <h2>Quantiles<a class="headerlink" href="#quantiles" title="Permalink to this he
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/quantiles/index.html">Intel(R) oneAPI Data Analytics Library Quantiles</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/quantiles_batch.py">Single-Process Quantiles</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/quantiles_batch.py">Single-Process Quantiles</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.quantiles">
@@ -6217,9 +6217,9 @@ <h2>Singular Value Decomposition (SVD)<a class="headerlink" href="#singular-valu
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/svd/singular-value-decomposition.html">Intel(R) oneAPI Data Analytics Library SVD</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svd_batch.py">Single-Process SVD</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svd_streaming.py">Streaming SVD</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svd_spmd.py">Multi-Process SVD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_batch.py">Single-Process SVD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_streaming.py">Streaming SVD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_spmd.py">Multi-Process SVD</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.svd">
@@ -6294,7 +6294,7 @@ <h2>Sorting<a class="headerlink" href="#sorting" title="Permalink to this headli
 <p>Parameters and semantics are described in <a class="reference external" href="https://oneapi-src.github.io/oneDAL/daal/algorithms/sorting/index.html">Intel(R) oneAPI Data Analytics Library Sorting</a>.</p>
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/sorting_batch.py">Single-Process Sorting</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sorting_batch.py">Single-Process Sorting</a></p></li>
 </ul>
 <dl class="py class">
 <dt id="daal4py.sorting">
@@ -6349,12 +6349,12 @@ <h2>Trees<a class="headerlink" href="#trees" title="Permalink to this headline">
 
 <p class="rubric">Examples:</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_regression_traverse_batch.py">Decision Forest Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_classification_traverse_batch.py">Decision Forest Classification</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_regression_traverse_batch.py">Decision Tree Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_classification_traverse_batch.py">Decision Tree Classification</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_regression_traverse_batch.py">Gradient Boosted Trees Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_classification_traverse_batch.py">Gradient Boosted Trees Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_regression_traverse_batch.py">Decision Forest Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_classification_traverse_batch.py">Decision Forest Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_regression_traverse_batch.py">Decision Tree Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_classification_traverse_batch.py">Decision Tree Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_regression_traverse_batch.py">Gradient Boosted Trees Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_classification_traverse_batch.py">Gradient Boosted Trees Classification</a></p></li>
 </ul>
 </div>
 </div>
diff --git a/daal4py/examples.html b/daal4py/examples.html
index 43d8988..0dc5931 100755
--- a/daal4py/examples.html
+++ b/daal4py/examples.html
@@ -176,139 +176,139 @@ <h1>Examples<a class="headerlink" href="#examples" title="Permalink to this head
 <h2>Data Science examples<a class="headerlink" href="#data-science-examples" title="Permalink to this headline">¶</a></h2>
 <p>Jupyter Notebooks</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/daal4py_data_science.ipynb">Linear Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/daal4py_data_science.ipynb">Linear Regression</a></p></li>
 </ul>
 </div>
 <div class="section" id="general-usage">
 <h2>General usage<a class="headerlink" href="#general-usage" title="Permalink to this headline">¶</a></h2>
 <p>Principal Component Analysis (PCA) Transform</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/pca_batch.py">Single-Process PCA</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/pca_spmd.py">Multi-Process  PCA</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_batch.py">Single-Process PCA</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_spmd.py">Multi-Process  PCA</a></p></li>
 </ul>
 <p>Singular Value Decomposition (SVD)</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/pca_transform_batch.py">Single-Process PCA Transform</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svd_batch.py">Single-Process SVD</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svd_streaming.py">Streaming SVD</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svd_spmd.py">Multi-Process SVD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_transform_batch.py">Single-Process PCA Transform</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_batch.py">Single-Process SVD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_streaming.py">Streaming SVD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_spmd.py">Multi-Process SVD</a></p></li>
 </ul>
 <p>Moments of Low Order</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_dense_batch.py">Single-Process Low Order Moments</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_dense_streaming.py">Streaming Low Order Moments</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_spmd.py">Multi-Process Low Order Moments</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_dense_batch.py">Single-Process Low Order Moments</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_dense_streaming.py">Streaming Low Order Moments</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_spmd.py">Multi-Process Low Order Moments</a></p></li>
 </ul>
 <p>Correlation and Variance-Covariance Matrices</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/covariance_batch.py">Single-Process Covariance</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/covariance_streaming.py">Streaming Covariance</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/covariance_spmd.py">Multi-Process Covariance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_batch.py">Single-Process Covariance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_streaming.py">Streaming Covariance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_spmd.py">Multi-Process Covariance</a></p></li>
 </ul>
 <p>Decision Forest Classification</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_classification_batch.py">Single-Process Decision Forest Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_classification_batch.py">Single-Process Decision Forest Classification</a></p></li>
 </ul>
 <p>Decision Tree Classification</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_classification_batch.py">Single-Process Decision Tree Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_classification_batch.py">Single-Process Decision Tree Classification</a></p></li>
 </ul>
 <p>Gradient Boosted Classification</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_classification_batch.py">Single-Process Gradient Boosted Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_classification_batch.py">Single-Process Gradient Boosted Classification</a></p></li>
 </ul>
 <p>k-Nearest Neighbors (kNN)</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/kdtree_knn_classification_batch.py">Single-Process kNN</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kdtree_knn_classification_batch.py">Single-Process kNN</a></p></li>
 </ul>
 <p>Multinomial Naive Bayes</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_batch.py">Single-Process Naive Bayes</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_streaming.py">Streaming Naive Bayes</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_spmd.py">Multi-Process  Naive Bayes</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_batch.py">Single-Process Naive Bayes</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_streaming.py">Streaming Naive Bayes</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_spmd.py">Multi-Process  Naive Bayes</a></p></li>
 </ul>
 <p>Support Vector Machine (SVM)</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svm_batch.py">Single-Process SVM</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svm_batch.py">Single-Process SVM</a></p></li>
 </ul>
 <p>Logistic Regression</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/log_reg_binary_dense_batch.py">Single-Process Binary Class Logistic Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/log_reg_dense_batch.py">Single-Process Logistic Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/log_reg_binary_dense_batch.py">Single-Process Binary Class Logistic Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/log_reg_dense_batch.py">Single-Process Logistic Regression</a></p></li>
 </ul>
 <p>Decision Forest Regression</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_regression_batch.py">Single-Process Decision Forest Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_regression_batch.py">Single-Process Decision Tree Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_regression_batch.py">Single-Process Decision Forest Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_regression_batch.py">Single-Process Decision Tree Regression</a></p></li>
 </ul>
 <p>Gradient Boosted Regression</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_regression_batch.py">Single-Process Boosted Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_regression_batch.py">Single-Process Boosted Regression</a></p></li>
 </ul>
 <p>Linear Regression</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_batch.py">Single-Process Linear Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_streaming.py">Streaming Linear Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_spmd.py">Multi-Process Linear Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_batch.py">Single-Process Linear Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_streaming.py">Streaming Linear Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_spmd.py">Multi-Process Linear Regression</a></p></li>
 </ul>
 <p>Ridge Regression</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_batch.py">Single-Process Ridge Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_streaming.py">Streaming Ridge Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_spmd.py">Multi-Process Ridge Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_batch.py">Single-Process Ridge Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_streaming.py">Streaming Ridge Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_spmd.py">Multi-Process Ridge Regression</a></p></li>
 </ul>
 <p>K-Means Clustering</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_batch.py">Single-Process K-Means</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_spmd.py">Multi-Process K-Means</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_batch.py">Single-Process K-Means</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_spmd.py">Multi-Process K-Means</a></p></li>
 </ul>
 <p>Multivariate Outlier Detection</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/multivariate_outlier_batch.py">Single-Process Multivariate Outlier Detection</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/multivariate_outlier_batch.py">Single-Process Multivariate Outlier Detection</a></p></li>
 </ul>
 <p>Univariate Outlier Detection</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/univariate_outlier_batch.py">Single-Process Univariate Outlier Detection</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/univariate_outlier_batch.py">Single-Process Univariate Outlier Detection</a></p></li>
 </ul>
 <p>Optimization Solvers-Mean Squared Error Algorithm (MSE)</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/adagrad_mse_batch.py">MSE In Adagrad</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_mse_batch.py">MSE In LBFGS</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/sgd_mse_batch.py">MSE In SGD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adagrad_mse_batch.py">MSE In Adagrad</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_mse_batch.py">MSE In LBFGS</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_mse_batch.py">MSE In SGD</a></p></li>
 </ul>
 <p>Logistic Loss</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/sgd_logistic_loss_batch.py">Logistic Loss SGD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_logistic_loss_batch.py">Logistic Loss SGD</a></p></li>
 </ul>
 <p>Stochastic Gradient Descent Algorithm</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/sgd_logistic_loss_batch.py">Stochastic Gradient Descent Algorithm Using Logistic Loss</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/sgd_logistic_loss_batch.py">Stochastic Gradient Descent Algorithm Using Logistic Loss</a></p></li>
 <li><p><a class="reference external" href="https://github.com/IntelPython/daal4py//blob/master/examples/sgd_mse_batch.py">Stochastic Gradient Descent Algorithm Using MSE</a></p></li>
 </ul>
 <p>Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/lbfgs_mse_batch.py">Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm - Using MSE</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/lbfgs_mse_batch.py">Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm - Using MSE</a></p></li>
 </ul>
 <p>Adaptive Subgradient Method</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/adagrad_mse_batch.py">Adaptive Subgradient Method Using MSE</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/adagrad_mse_batch.py">Adaptive Subgradient Method Using MSE</a></p></li>
 </ul>
 <p>Cosine Distance Matrix</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/cosine_distance_batch.py">Single-Process Cosine Distance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/cosine_distance_batch.py">Single-Process Cosine Distance</a></p></li>
 </ul>
 <p>Correlation Distance Matrix</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/correlation_distance_batch.py">Single-Process Correlation Distance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/correlation_distance_batch.py">Single-Process Correlation Distance</a></p></li>
 </ul>
 <p>Trees</p>
 <ul class="simple">
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_regression_traverse_batch.py">Decision Forest Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_forest_classification_traverse_batch.py">Decision Forest Classification</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_regression_traverse_batch.py">Decision Tree Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/decision_tree_classification_traverse_batch.py">Decision Tree Classification</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_regression_traverse_batch.py">Gradient Boosted Trees Regression</a></p></li>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/gradient_boosted_classification_traverse_batch.py">Gradient Boosted Trees Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_regression_traverse_batch.py">Decision Forest Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_forest_classification_traverse_batch.py">Decision Forest Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_regression_traverse_batch.py">Decision Tree Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/decision_tree_classification_traverse_batch.py">Decision Tree Classification</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_regression_traverse_batch.py">Gradient Boosted Trees Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/gradient_boosted_classification_traverse_batch.py">Gradient Boosted Trees Classification</a></p></li>
 </ul>
 </div>
 </div>
diff --git a/daal4py/scaling.html b/daal4py/scaling.html
index d500b9c..76c573f 100755
--- a/daal4py/scaling.html
+++ b/daal4py/scaling.html
@@ -223,47 +223,47 @@ <h2>Supported Algorithms and Examples<a class="headerlink" href="#supported-algo
 <ul class="simple">
 <li><p>PCA (pca)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/pca_spmd.py">PCA</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/pca_spmd.py">PCA</a></p></li>
 </ul>
 </li>
 <li><p>SVD (svd)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svd_spmd.py">SVD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_spmd.py">SVD</a></p></li>
 </ul>
 </li>
 <li><p>Linear Regression Training (linear_regression_training)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_spmd.py">Linear Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_spmd.py">Linear Regression</a></p></li>
 </ul>
 </li>
 <li><p>Ridge Regression Training (ridge_regression_training)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_spmd.py">Ridge Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_spmd.py">Ridge Regression</a></p></li>
 </ul>
 </li>
 <li><p>Multinomial Naive Bayes Training (multinomial_naive_bayes_training)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_spmd.py">Naive Bayes</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_spmd.py">Naive Bayes</a></p></li>
 </ul>
 </li>
 <li><p>K-Means (kmeans_init and kmeans)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/kmeans_spmd.py">K-Means</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/kmeans_spmd.py">K-Means</a></p></li>
 </ul>
 </li>
 <li><p>Correlation and Variance-Covariance Matrices (covariance)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/covariance_spmd.py">Covariance</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/covariance_spmd.py">Covariance</a></p></li>
 </ul>
 </li>
 <li><p>Moments of Low Order (low_order_moments)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_spmd.py">Low Order Moments</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_spmd.py">Low Order Moments</a></p></li>
 </ul>
 </li>
 <li><p>QR Decomposition (qr)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/qr_spmd.py">QR</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/qr_spmd.py">QR</a></p></li>
 </ul>
 </li>
 </ul>
diff --git a/daal4py/streaming.html b/daal4py/streaming.html
index f77c29f..5b5d17c 100755
--- a/daal4py/streaming.html
+++ b/daal4py/streaming.html
@@ -200,34 +200,34 @@
 <p>The streaming algorithms also accept arrays and DataFrames as input, e.g. the
 data can come from a stream rather than from multiple files. Here is an example
 which simulates a data stream using a generator which reads a file in chunks:
-<a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/stream.py">SVD reading stream of data</a></p>
+<a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/stream.py">SVD reading stream of data</a></p>
 <div class="section" id="supported-algorithms-and-examples">
 <h2>Supported Algorithms and Examples<a class="headerlink" href="#supported-algorithms-and-examples" title="Permalink to this headline">¶</a></h2>
 <p>The following algorithms support streaming:</p>
 <ul class="simple">
 <li><p>SVD (svd)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/svd_streaming.py">SVD</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/svd_streaming.py">SVD</a></p></li>
 </ul>
 </li>
 <li><p>Linear Regression Training (linear_regression_training)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/linear_regression_streaming.py">Linear Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/linear_regression_streaming.py">Linear Regression</a></p></li>
 </ul>
 </li>
 <li><p>Ridge Regression Training (ridge_regression_training)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/ridge_regression_streaming.py">Ridge Regression</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/ridge_regression_streaming.py">Ridge Regression</a></p></li>
 </ul>
 </li>
 <li><p>Multinomial Naive Bayes Training (multinomial_naive_bayes_training)</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/naive_bayes_streaming.py">Naive Bayes</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/naive_bayes_streaming.py">Naive Bayes</a></p></li>
 </ul>
 </li>
 <li><p>Moments of Low Order</p>
 <ul>
-<li><p><a class="reference external" href="https://github.com/IntelPython/daal4py/blob/master/examples/low_order_moms_streaming.py">Low Order Moments</a></p></li>
+<li><p><a class="reference external" href="https://github.com/intel/scikit-learn-intelex/tree/master/examples/daal4py/low_order_moms_streaming.py">Low Order Moments</a></p></li>
 </ul>
 </li>
 </ul>