waanng Goto Github PK

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

amli

auto-sklearn

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

knitr

A general-purpose tool for dynamic report generation in R

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

mybook

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.