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aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

al-analysis

Data analysis; rollup data; prediction; graph; run result.

al_outerloop

A repository for controlling outer loop sequencing of training problems for AL agents.

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

alphazero_gomoku

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

applied-deep-learning

Applied Deep Learning

ctat

Cognitive Tutor Authoring Tools

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep-knowledge-tracing

Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deepknowledgetracing

source code for the paper Deep Knowledge Tracing

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

doodle

🎨 Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks

elf

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

gomoku_flask

Gomoku game built with Flask

grokking-system-design

Thanks to lirenTu@scale

introduction-to-deep-learning-code-examples

Code Examples from Charniak's 2018 Book

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

muzero-general

MuZero

netlogo_seir_2019

流行病传染模拟仿真程序

numpy-ml

Machine learning, in numpy

pacman

practical_python_programming

北邮《Python编程与实践》课程资料

practicalai

📚 A practical approach to machine learning.

practicalai-cn

AI实战-practicalAI 中文版

pyafm

Additive factors model and additive factors model with slip implemented in python

python-100-days

Python - 100天从新手到大师