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A game theoretic approach to explain the output of any machine learning model.

Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Unsupervised Learning of Mixture of von Mises-Fisher distributions using Minimum Message Length

TensorFlow code and pre-trained models for BERT

Deep Learning for humans

数据挖掘18大算法实现以及其他相关经典DM算法

A Genetic Algorithm Framework in Python (not for production level)

Evolving a neural network with a genetic algorithm.

source code from the book Genetic Algorithms with Python by Clinton Sheppard

Python implementation of Empirical Mode Decompoisition (EMD) method

We're moving. Please visit https://github.com/PyWavelets

Keras code and weights files for popular deep learning models.

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

An Open Source Machine Learning Framework for Everyone

😎 Awesome lists about all kinds of interesting topics

A curated list of awesome big data frameworks, ressources and other awesomeness.

📚 Freely available programming books

机器学习资源大全中文版，包括机器学习领域的框架、库以及软件

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Pandas integration with sklearn

Deep Learning Book Chinese Translation

Notebooks and code for the book "Introduction to Machine Learning with Python"

Source code for R in Action, Second Edition

📖 [译] scikit-learn（sklearn） 中文文档

Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman

This project implements most of the learning methods in the book of 《elements of statistical learning》.

Algorithm from The Elements of Statistical Learning book implement by Python 3 code

Algorithms from the book "Elements of Statistical Learning", implemented in Python