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2048-deep-reinforcement-learning

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

alpha-zero-boosted

A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

chinesechess-alphazero

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

connect4-alpha-zero

Connect4 reinforcement learning by AlphaGo Zero methods.

convseg

Convolutional neural network and word embeddings for Chinese word segmentation

entailment-with-tensorflow

Accompanying notebook for the Entailment with Tensorflow article.

intro-to-dl

Resources for "Introduction to Deep Learning" course.

jimmyscreeps

leela-chess

**MOVED TO https://github.com/LeelaChessZero/leela-chess ** A chess adaption of GCP's Leela Zero

practical_rl

A course in reinforcement learning in the wild

probability

Probabilistic reasoning and statistical analysis in TensorFlow

python-chess

A chess library for Python, with move generation and validation, PGN parsing and writing, Polyglot opening book reading, Gaviota tablebase probing, Syzygy tablebase probing, and UCI/XBoard engine communication

ruptures

ruptures: change point detection in Python

screeps

Artificial intelligence for screeps

screeps-nooby-guide

Code used in my Screeps Nooby Guide video series

screepsautocomplete

Autocomplete for Screeps

shukongdashi

使用知识图谱，自然语言处理，卷积神经网络等技术，基于python语言，设计了一个数控领域故障诊断专家系统

weibospider

:zap: A distributed crawler for weibo, building with celery and requests.