add NMF

je-suis-tm · Nov 12, 2021 · 512848b · 512848b
1 parent 46f5b7d
commit 512848b
Showing 1 changed file with 2 additions and 2 deletions.
diff --git a/README.md b/README.md
@@ -18,7 +18,7 @@ This repository is based upon the <a href=http://cs229.stanford.edu/syllabus-fal
 
 * Generative Learning (<a href=https://github.com/je-suis-tm/machine-learning/blob/master/gaussian%20discriminant%20analysis.ipynb>Gaussian Discriminant Analysis</a>)
 
-* Gradient Descent (<a href=https://github.com/je-suis-tm/machine-learning/blob/master/gradient%20descent.ipynb>Batch</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/gradient%20descent.ipynb>Stochastic</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/gradient%20descent.ipynb>Mini-batch</a>)
+* Gradient Descent (<a href=https://github.com/je-suis-tm/machine-learning/blob/master/gradient%20descent.ipynb>Batch</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/gradient%20descent.ipynb>Stochastic</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/gradient%20descent.ipynb>Mini-batch</a>/Multiplicative)
 
 * Least Squares (<a href=https://github.com/je-suis-tm/machine-learning/blob/master/coordinate%20descent%20for%20elastic%20net.ipynb>Linear Regression</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/coordinate%20descent%20for%20elastic%20net.ipynb>Ridge Regression</a>)
 
@@ -46,7 +46,7 @@ This repository is based upon the <a href=http://cs229.stanford.edu/syllabus-fal
 
 * Principal Component Analysis (<a href=https://github.com/je-suis-tm/machine-learning/blob/master/principal%20component%20analysis.ipynb>Singular Value Decomposition</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/principal%20component%20analysis.ipynb>Low Rank Approximation</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/latent%20semantic%20indexing.ipynb>Latent Semantic Indexing</a>)
 
-* Recommender System (<a href=https://github.com/je-suis-tm/machine-learning/blob/master/recommender%20system.ipynb>Alternating Least Squares</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/recommender%20system.ipynb>Funk SVD</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/recommender%20system.ipynb>SVD++</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/recommender%20system.ipynb>KNN with Baseline</a>)
+* Recommender System (<a href=https://github.com/je-suis-tm/machine-learning/blob/master/recommender%20system.ipynb>Alternating Least Squares</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/recommender%20system.ipynb>Funk SVD</a>/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/recommender%20system.ipynb>SVD++</a>/Non-negative Matrix Factorization/<a href=https://github.com/je-suis-tm/machine-learning/blob/master/recommender%20system.ipynb>KNN with Baseline</a>)
 
 * Signal Processing (<a href=https://github.com/je-suis-tm/machine-learning/blob/master/independent%20component%20analysis.ipynb>Independent Component Analysis</a>)