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Huang Chao's Projects

cs-notes-pdf icon cs-notes-pdf

https://github.com/CyC2018/CS-Notes PDF版本离线阅读

drivingschool icon drivingschool

DrivingSchool is a lightweight web-based 3D simulator. It is aimed at providing a simple and easy-to-use simulation environment for reinforcement learning algorithms implemented in Python for autonomous vehicles.

generative_deep_learning_2nd_edition icon generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

hands-on-machine-learning icon hands-on-machine-learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

interview icon interview

Interview = 简历指南 + LeetCode + Kaggle

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

mtnet icon mtnet

Tensorflow implementation of paper http://arxiv.org/abs/1809.02105

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

proxyee-down icon proxyee-down

http下载工具,基于http代理,支持多连接分块下载

py12306 icon py12306

🚂 12306 购票助手,支持集群,多账号,多任务购票以及 Web 页面管理

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