buddingPop

lihang-code

《统计学习方法》的代码实现

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

test

scikit-learn-contrib

scikit-learn compatible projects

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

deeplearning-mindmap

A mindmap summarising Deep Learning concepts.

deeplearning4nlp-tutorial

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

Large-Scale-Machine-Learning-With-Python

Code repository for Large Scale Machine Learning with Python, published by Packt