Repository Index

Probably the best curated list of data science software in Python.

• awesome
• awesome-list
• awesome-python
• scikit-learn

A curated list of awesome Discord communities for programmers

• awesome
• discord
• discord-server
• beginner

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

• architecture
• interview
• design
• design-patterns

从零编写游戏引擎教程 Writing a game engine tutorial from scratch

• 3d-engine
• game-development
• blender-python
• toolbag

A best practice for tensorflow project template architecture.

• tesnorflow
• software-engineering
• oop
• deep-learning

TheAlgorithms/Python

「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。

Open Machine Learning course

• machine-learning
• python
• course
• deep-learning

PyQt6中文教程

• python3
• pyqt5
• tutorial
• chinese-translation

A short guide on features of Python 3 with examples

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

• ai
• nlp
• dataming
• bert

All notes and materials for the CS229: Machine Learning course by Stanford University

• machine-learning
• stanford-university
• neural-networks
• cs229

Curated list of awesome Cursor Rules .mdc files

The roadmap for learning the C++ programming language for beginners and experienced devs.

• cpp
• roadmap
• learning
• diy

:books:🔥收集全网最热门的技术书籍 (GO、黑客、Android、计算机原理、人工智能、大数据、机器学习、数据库、PHP、java、架构、消息队列、算法、python、爬虫、操作系统、linux、C语言)，不间断更新中:hotsprings:

• technical-books
• technical
• it
• books

Classic papers and resources on recommendation

• recommender-system
• deep-learning
• machine-learning
• recommendation

Make your first open-source contribution.

• good-first-issue
• open-source
• contributions-welcome

《神经网络与深度学习：案例与实践》第二版：10 章 PyTorch 实践、Notebook、测试与电子书。

• chinese
• deep-learning
• jupyter-notebook
• paddlepaddle

复现大模型相关算法及一些学习记录

TranslatedPublic APIs Available for Korean Services

• api
• docs
• korea
• open-api

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

• agent
• agentic-ai
• agents
• authentication

Source code for Algorithmic Trading with Python (2020) by Chris Conlan

Chinese Translation for Machine Learning Infographics

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

• deep-learning
• tensorflow-examples
• convolutional-neural-networks
• recurrent-neural-networks