Python Data Science Handbook: full text in Jupyter Notebooks

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

PRML algorithms implemented in Python

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

exercise for nndl

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)

Basic probability manipulation routines for discrete variables

In this repository, I will implement some machine learning algorithms in Python, and show how to use it in a notebook. I feel it interesting and hope you can join me~

Singular Spectrum Analysis methods implementation in Python

Bosch Production Line Performance Kaggle Competition. Nr 8 on Kaggle Leaderboard.

Reinforcement Learning algorithms SARSA, Q-Learning, DQN, for Classical and MuJoCo Environments and testing them with OpenAI Gym.