imwebson

Python

All Algorithms implemented in Python

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

CPlusPlusThings

C++那些事

libpku

贵校课程资料民间整理

pumpkin-book

《机器学习》（西瓜书）公式详解

ChromeAppHeroes

🌈谷粒-Chrome插件英雄榜, 为优秀的Chrome插件写一本中文说明书, 让Chrome插件英雄们造福人类~ ChromePluginHeroes, Write a Chinese manual for the excellent Chrome plugin, let the Chrome plugin heroes benefit the human~ 公众号「0加1」同步更新

lihang-code

《统计学习方法》的代码实现

TensorFlow-Course

:satellite: Simple and ready-to-use tutorials for TensorFlow

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

Virgilio

Your new Mentor for Data Science E-Learning.

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

Lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

nlp-beginner

NLP上手教程

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

MTBook

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

acm-challenge-workbook

《挑战程序设计竞赛》习题册攻略

vae

a simple vae and cvae from keras

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

Hands-On-Reinforcement-Learning-with-Python

Hands-On Reinforcement Learning with Python, published by Packt

ebooks

我的大数据学习书单

attn2d

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

VaDE

Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering

nonauto-nmt

PyTorch Implementation of "Non-Autoregressive Neural Machine Translation"

machine-learning-yearning-cn

吴恩达《Machine Learning Yearning》的中英文版（更新中）：第1~第22章

RL4NMT

Reinforcement Learning for Neural Machine Translation

dl4mt-nonauto

Book

Books