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:books: Freely available programming books
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
The Web framework for perfectionists with deadlines.
The Python micro framework for building web applications.
Models and examples built with TensorFlow
A collective list of free APIs
scikit-learn: machine learning in Python
A simple, yet elegant, HTTP library.
Deep Learning for humans
Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.
All Algorithms implemented in Python
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
The fundamental package for scientific computing with Python.
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Stable Diffusion web UI
🦜🔗 The platform for reliable agents.
Robust Speech Recognition via Large-Scale Weak Supervision
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
An opinionated list of awesome Python frameworks, libraries, software and resources.
Command-line program to download videos from YouTube.com and other video sites
A feature-rich command-line audio/video downloader
:house_with_garden: Open source home automation that puts local control and privacy first.
Datasets, Transforms and Models specific to Computer Vision
Data manipulation and transformation for audio signal processing, powered by PyTorch
Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Train transformer language models with reinforcement learning.
This SDK is now deprecated, use the new unified Google GenAI SDK.
Solving olympiad geometry without human demonstrations.
Deep learning weather model from Google DeepMind.
Microsoft AI
A programming framework for agentic AI
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal.
The official Python library for the OpenAI API
Generate 3D objects conditioned on text or images
Point cloud diffusion for 3D model synthesis
GLIDE: a diffusion-based text-conditional image synthesis model
Inference code for Llama models
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Hackable and optimized Transformers building blocks, supporting a composable construction.
DeepSeek Coder: Let the Code Write Itself
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
DeepSeek-VL: Towards Real-World Vision-Language Understanding
Deepfakes Software For All
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Streamlit — A faster way to build and share data apps.
The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and evaluations, all in one integrated platform.
A hyperparameter optimization framework
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
☁️ Build multimodal AI applications with cloud-native stack
🦉 Data Versioning and ML Experiments
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
💫 Industrial-strength Natural Language Processing (NLP) in Python
NLTK Source
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
A very simple framework for state-of-the-art Natural Language Processing (NLP)
An open-source NLP research library, built on PyTorch.
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
matplotlib: plotting with Python
The interactive graphing library for Python :sparkles:
Declarative visualization library for Python
Statistical data visualization in Python
SciPy library main repository
Statsmodels: statistical modeling and econometrics in Python
A computer algebra system written in pure Python
Network Analysis in Python
Pythonic HTML Parsing for Humans™
Scrapy, a fast high-level web crawling & scraping framework for Python.
Asynchronous HTTP client/server framework for asyncio and Python
A next generation HTTP client for Python. 🦋
The uncompromising Python code formatter
flake8 is a python tool that glues together pycodestyle, pyflakes, mccabe, and third-party plugins to check the style and quality of some python code.
A Python utility / library to sort imports.
It's not just a linter that annoys you!
The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
Coverage plugin for pytest.
Command line driven CI frontend and development task automation tool.
The code coverage tool for Python
Distributed Task Queue (development branch)
Simple job queues for Python
The Database Toolkit for Python
A lightweight library for converting complex objects to and from simple Python datatypes.
Data validation using Python type hints
A very fast and expressive template engine.
Python composable command line interface toolkit
The comprehensive WSGI web application library.
Python Imaging Library (Fork)
Boto3, an AWS SDK for Python
Google Cloud Client Library for Python
This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://learn.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.
Developer-first error tracking and performance monitoring
New Relic Python Agent
The official documentation for Raspberry Pi computers and microcontrollers
MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and High-FPS Video Understanding on Your Phone
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
Vision-language models from DeepSeek research.
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO and designed for fine-tuning.
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
Open standard for machine learning interoperability
Open Machine Learning Compiler Framework
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
:zap: A Fast, Extensible Progress Bar for Python and CLI
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
A library for transfer learning by reusing parts of TensorFlow models.
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
TFX is an end-to-end platform for deploying production ML pipelines
Pretrained model hub for Keras 3.
Industry-strength Computer Vision workflows with Keras
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
OpenTelemetry Python API and SDK
Prometheus instrumentation library for Python applications
AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.
Ansible Community General Collection
Software to automate the management and configuration of infrastructure and applications at scale.
A Python library for the Docker Engine API
ReactiveX for Python
Synapse: Matrix homeserver written in Python/Twisted.
Zulip server and web application. Open-source team chat that helps teams stay productive and focused.
Stateful zone based firewall daemon with D-Bus interface
3D printer / slicing GUI built on top of the Uranium framework
OctoPrint is the snappy web interface for your 3D printer!
The first real AI developer
Focus on prompting and generating
Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
A Lightweight Recommendation System
[NeurIPS 2025] OmniSVG is the first family of end-to-end multimodal SVG generators that leverage pre-trained Vision-Language Models (VLMs), capable of generating complex and detailed SVGs, from simple icons to intricate anime characters.
Official PyTorch implementation of One-Minute Video Generation with Test-Time Training
The official repository for tariff
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
A production-ready FastAPI template for building AI agent applications with LangGraph integration. This template provides a robust foundation for building scalable, secure, and maintainable AI agent services.
Collection of Summer 2026 tech internships!
A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.
An AI Hedge Fund Team
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using Agentic Retrieval 🔄.
Ultralytics YOLO 🚀
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
A fast multimodal LLM for real-time voice
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
stock股票.获取股票数据,计算股票指标,筹码分布,识别股票形态,综合选股,选股策略,股票验证回测,股票自动交易,支持PC及移动设备。
SOTA Open Source TTS
⚡️IPTV直播源自动更新平台『🤖全自动采集、筛选、测速、生成🚀』：自定义获取频道；IPv4/IPv6；接口验效；推流；多平台支持；工作流、Docker、命令行、GUI多端部署 | IPTV live streaming source automatic update platform
The open-source AIOps and alert management platform
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
Free, open source crypto trading bot
A community-maintained Python framework for creating mathematical animations.
💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
We have made you a wrapper you can't refuse
The Python package installer
A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
A light weight Python library for the Spotify Web API
Official project repository for the Setuptools build system
Graph Neural Network Library for PyTorch
📷 Instagram Bot - Tool for automated Instagram interactions
Data Apps & Dashboards for Python. No JavaScript Required.
Python packaging and dependency management made easy
A database migrations tool for SQLAlchemy.
The leading native Python SSHv2 protocol library.
Accelerate your web app development | Build fast. Run fast.
Web APIs for Django. 🎸
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
A modular SQL linter and auto-formatter with support for multiple dialects and templated code.
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
Parallel computing with task scheduling
Supervisor process control system for Unix (supervisord)
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
Typed interactions with the GitHub API v3
Universal Command Line Interface for Amazon Web Services
Project documentation with Markdown.
Messaging library for Python.
New generation PostgreSQL database adapter for the Python programming language
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
Library for building powerful interactive command line applications in Python
An ASGI web server, for Python. 🦄
An orchestration platform for the development, production, and observation of data assets.
Write scalable load tests in plain Python 🚗💨
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
🐍 The official Python client library for Google's discovery based APIs.
For the latest version of boto, see https://github.com/boto/boto3 -- Python interface to Amazon Web Services
Freeze (package) Python programs into stand-alone executables
Rich is a Python library for rich text and beautiful formatting in the terminal.
Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS
Tools to support converting a Python project into a standalone native application.
A Python native, OS native GUI toolkit.
Build better UIs faster.
🕸️ Web apps in pure Python 🐍
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
Financial data platform for analysts, quants and AI agents.
Python Classes Without Boilerplate
Useful extensions to the standard Python datetime features
Always know what to expect from your data.
Bandit is a tool designed to find common security issues in Python code.
Python SDK for GCS (Google Cloud Storage)
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
The little ASGI framework that shines. 🌟
A pluggable API specification generator. Currently supports the OpenAPI Specification (f.k.a. the Swagger specification)..
Python Development Workflow for Humans.
Core utilities for Python packages
Install and Run Python Applications in Isolated Environments
Pythonic task management & command execution.
Modern, extensible Python project management
A set of tools to keep your pinned Python dependencies fresh.
A configurable set of panels that display various debug information about the current request/response.
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
JAX-based neural network library
Open source code for AlphaFold 2.
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型
ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration
a state-of-the-art-level open visual language model | 多模态预训练模型
CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)
Trax — Deep Learning with Clear Code and Speed
TensorFlow code and pre-trained models for BERT
A toolkit for developing and comparing reinforcement learning algorithms.
An educational resource to help anyone learn deep reinforcement learning.
End-to-End Object Detection with Transformers
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
A framework for few-shot evaluation of language models.
Generative Models by Stability AI
Home of StarCoder: fine-tuning & inference!
LLM training code for Databricks foundation models
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
🧙 Build, run, and manage data pipelines for integrating and transforming data.
Interact with your SQL database, Natural Language to SQL using LLMs
The OWASP Cheat Sheet Series was created to provide a concise collection of high value information on specific application security topics.
Automatic SQL injection and database takeover tool
Set up a personal VPN in the cloud
Gel supercharges Postgres with a modern data model, graph queries, Auth & AI solutions, and much more.
Vyper contracts used in Curve.fi exchange pools.
Geist is a typeface developed by Vercel.
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
A curated list of awesome Machine Learning frameworks, libraries and software.
A collection of learning resources for curious software engineers
Pyramid - A Python web framework
A community driven list of useful Scala libraries, frameworks and software.
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
Qwen3-TTS is an open-source series of TTS models developed by the Qwen team at Alibaba Cloud, supporting stable, expressive, and streaming speech generation, free-form voice design, and vivid voice cloning.
No description available.
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A Simple Implementation of Qwen3-TTS's ComfyUI
Claude Code skill that researches any topic across Reddit + X from the last 30 days, then writes copy-paste-ready prompts
A high-quality rapid TTS voice cloning model that reaches speeds of 150x realtime.
Agent skills for Manim to create 3Blue1Brown style animations.
Telegram bridge for Claude Code
一个""制造技能的技能""。这个工具自动化了将任意 GitHub 仓库转换为标准化技能的全过程，是扩展 AI Agent 能力的核心工具。
Cloudflare Turnstile 绕过工具 | Cloudflare Bypass Tool based on SeleniumBase UC Mode | 支持 Mac/Windows/Linux
Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search queries → Podcast/PPT/MindMap/Quiz etc.
Convert PDFs, EPUBs, DOCX, DOC, and TXT files into high-quality audiobooks using **Qwen3 TTS Voice Model** - an open-source voice synthesis system that excels at natural speech generation and voice cloning.
帮你从文档生成对应的多张配图，内置了歸藏精心探索的图片风格，支持 16:9 和 3:4 两种比例，方便发小红书以及推特。
An extremely good ASCII art generator, based on machine learning
Claude skill for turning YouTube transcripts from your favorite channels into EPUB ebooks, delivered to your email inbox regularly
终末地 End Field Automation 基于ok-script开发的自动化
This repository detects your facial expressions and matches you with a famous meme.
A Gradio-based web UI for voice cloning and voice design, powered by Qwen3-TTS & VibeVoice. Can use Whisper or VibeVoice-ASR for automatic transcription.
JarvisX-Cowork: Your First Personal AI Creative Assistant for Everyone!
A Home Assistant integration that analyzes your manual actions and suggests automations to create
Pinneaple is an open-source Physics AI toolkit for Physics-Informed Neural Networks (PINNs), scientific ML, geometry processing, solvers, and reproducible training pipelines.
Manage, update, and discover Claude Code skills. 管理、更新和发现 Claude Code 技能。
🎬ActionMesh: A fast video to animated mesh model with unprecedented quality. Generate animated mesh seamlessly importable into any 3D software in less than a minute.
A collection of Claude Skills to turn Claude Code into a Second Brain
Automatically generate viral-ready vertical short clips from long-form gameplay footage using AI-powered scene analysis, GPU-accelerated rendering, and optional AI voiceovers.
Exploitation of CVE-2026-24061
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Yunjue Agent: A Fully Reproducible, Zero-Start In-Situ Self-Evolving Agent System for Open-Ended Tasks
A ComfyUI custom node suite for Qwen3-TTS, supporting 1.7B and 0.6B models, Custom Voice, Voice Design, Voice Cloning and Fine-Tuning.
A Pragmatic VLA Foundation Model
Your codebase was probably AI-generated. Get a better handle on it. Noodles creates interactive diagrams that visualize how your code actually works, so you can understand what the AI built without reading every line.
A CV productivity tool that plays the Skeleton Shield meme whenever you doomscroll or lose focus.
Advancing Open-source World Models
Intercept LLM API traffic and visualize token usage in a real-time terminal dashboard. Track costs, debug prompts, and monitor context window usage across your AI development sessions.
Open Source OpenAI Prism Alternative
Qwen3-ASR is an open-source series of ASR models developed by the Qwen team at Alibaba Cloud, supporting stable multilingual speech/music/song recognition, language detection and timestamp prediction.
MOVA: Towards Scalable and Synchronized Video–Audio Generation
为访谈视频添加综艺风格视觉特效的 Claude Skill。AI 分析字幕内容生成建议，用户审批后自动渲染，支持 4 种视觉主题。
Optimize resume for jobs, now with AI
Causal video-action world model for generalist robot control
Security Scanner for Agent Skills
让 AI 为你写一部完整的中文小说 - AI 驱动的中文小说创作助手 - 超过20章的小说，几分钟全稿完成 Claude Code Skill：自动创作分章节中文小说，每章悬念钩子
Dominate the domain. Relay to royalty.
(ICLR 2026) Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation
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Browser Cluster 是一个高性能、分布式的浏览器自动化集群系统，基于 Playwright 和 FastAPI 构建。它支持大规模并发网页抓取、截图、PDF 生成及自动化操作，具备完善的任务调度、结果缓存和节点管理功能。
""🐈 nanobot: The Ultra-Lightweight Clawdbot""
Self-learning data agent that grounds its answers in 6 layers of context and improves with every run. Inspired by OpenAI's in-house implementation.
Private Instagram Post URL Extractor (Research POC)
Grok2API (Cloudflare Workers) one-click deploy with auto D1+KV provisioning