yonghang zhou's repositories
Mastering-TensorFlow-1x
Mastering TensorFlow 1x, published by Packt
rl_algorithms
Structural implementation of RL key algorithms
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2020
An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
chinese-xinhua
:orange_book: 中华新华字典数据库。包括歇后语，成语，词语，汉字。
COOKIE
A Dataset for Conversational Recommendation over KnowledgeGraph in E-commerce
Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
Dive-into-DL-TensorFlow2.0
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可
dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
key-book
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。在线阅读地址：https://datawhalechina.github.io/key-book/
leedeeprl-notes
李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/
leetcode-1
Python & JAVA Solutions for Leetcode
notes-python
中文 Python 笔记
OnJava8
《On Java 8》中文版，又名《Java编程**》 第5版
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 ;)
python-topic-model
Implementation of various topic models
RecNN
Reinforced Recommendation toolkit build around pytorch 1.7
recsim
A Configurable Recommender Systems Simulation Platform
shap
A game theoretic approach to explain the output of any machine learning model.
team-learning-data-mining
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
team-learning-program
主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。
TensorFlow-Reinforcement-Learning-Quick-Start-Guide
TensorFlow Reinforcement Learning Quick Start Guide, published by Packt