waanng's repositories
AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
BayesMadeSimple
Code for a tutorial on Bayesian Statistics by Allen Downey.
berkeley-RL
Assignments for CS294-112.
cookbook-code
Recipes of the IPython Cookbook, the definitive guide to high-performance scientific computing and data science in Python
crab
Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (numpy, scipy, matplotlib).
datascience
A Python library for introductory data science
DeepRL-Agents
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
GoodThingList
GoodThingList 就是好物清单，使用文档见 Issues
ML_for_Hackers
Code accompanying the book "Machine Learning for Hackers"
mooc-setup
Information for setting up for the BerkeleyX Spark Intro MOOC, and lab assignments for the course
nochi
Minimalistic AlphaGoZero-like Engine
pandas-cookbook
Recipes for using Python's pandas library
Practical_RL
A course in reinforcement learning in the wild
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 ;)
pyfolio
Portfolio and risk analytics in Python
pylearn
Bayesian machine learning in Python
python-cookbook
Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.
python-scripts
because i'm tired of gists
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
scikit-learn
scikit-learn: machine learning in Python
shiny
Easy interactive web applications with R
spark
Mirror of Apache Spark
statsmodels
Statsmodels: statistical modeling and econometrics in Python
ThinkBayes
Code repository for Think Bayes.
wrapt
A Python module for decorators, wrappers and monkey patching.