joegaotao
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A unified approach to explain the output of any machine learning model.
Jupyter Notebook MIT License UpdatedJun 12, 2019 -
iml Public
Forked from giuseppec/imliml: interpretable machine learning R package
R Other UpdatedJun 11, 2019 -
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conformal Public
Forked from ryantibs/conformalR GNU General Public License v2.0 UpdatedApr 23, 2019 -
LightGBM Public
Forked from microsoft/LightGBMA fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks…
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incubator-mxnet Public
Forked from apache/mxnetLightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
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DeepLearning-500-questions Public
Forked from scutan90/DeepLearning-500-questions深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为17个章节，20多万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06
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r-data-practice Public
Forked from renkun-ken/r-data-practiceR语言数据操作练习
MIT License UpdatedNov 11, 2018 -
rSVD Public
Forked from erichson/rSVDRandomized Matrix Decompositions using R
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cvxpy Public
Forked from cvxpy/cvxpyA Python-embedded modeling language for convex optimization problems.
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keras Public
Forked from keras-team/kerasDeep Learning for humans
Python Other UpdatedApr 15, 2018 -
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ADMM Public
Forked from yixuan/ADMMSolving Statistical Optimization Problems Using the ADMM Algorithm
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tensorGM Public
Learning Guassian (or non-Gaussian) Graphical model for vector, matrix or tensor data
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GMC Public
code for JASA2012 paper "Generalized Measures of Correlation for Asymmetry, Nonlinearity, and Beyond".
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highDim Public
record my summary about learning the theory of high dimension