📚 Freely available programming books

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

All Algorithms implemented in Python

分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

TensorFlow code and pre-trained models for BERT

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, i…

💫 Industrial-strength Natural Language Processing (NLP) in Python

PyTorch Tutorial for Deep Learning Researchers

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

Python sample codes and textbook for robotics algorithms.

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…

State-of-the-art 2D and 3D Face Analysis Project

A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Minimal examples of data structures and algorithms in Python

Image-to-Image Translation in PyTorch

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while control…

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Graph Neural Network Library for PyTorch

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Open standard for machine learning interoperability

Magenta: Music and Art Generation with Machine Intelligence

🌈Python3网络爬虫实战：淘宝、京东、网易云、B站、12306、抖音、笔趣阁、漫画小说下载、音乐电影下载等

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