Machine learning

We write your reusable computer vision tools. 💜

Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.

Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/ (no longer working)

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

A high-throughput and memory-efficient inference and serving engine for LLMs

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

Learn it. Build it. Ship it for others.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.

chDB is an in-process OLAP SQL Engine 🚀 powered by ClickHouse

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站

FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

Nmap - the Network Mapper. Github mirror of official SVN repository.

🤗 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.

Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

List of Computer Science courses with video lectures.

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

A community-supported supercharged document management system: scan, index and archive all your documents

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Financial data platform for analysts, quants and AI agents.

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Statsmodels: statistical modeling and econometrics in Python

Machine Learning Systems

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.

YC (S26) | AI that knows what you've seen, said, or heard. Records everything you do, say, hear 24/7, local, private, secure. Connect to OpenClaw, Hermes agent and 100+ apps

The Qualcomm® AI Hub apps are a collection of state-of-the-art machine learning models optimized for performance (latency, memory etc.) and ready to deploy on Qualcomm® devices.

Fast inference engine for Transformer models

Implementation of the Aurora model for Earth system forecasting

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 controlling costs and managing access to models and data.

Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated.

Apache Superset is a Data Visualization and Data Exploration Platform

Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.

Cross-platform, customizable ML solutions for live and streaming media.

Production-grade Rust-native trading engine with deterministic event-driven architecture

Tesseract Open Source OCR Engine (main repository)

LMCache: Supercharge Your LLM with the Fastest KV Cache Layer

NVR with realtime local object detection for IP cameras

AI Toolkit for Healthcare Imaging

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

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

Open Source Computer Vision Library

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)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.

Summer 2026 software engineering, data science, AI, quant, product management, and hardware internship postings. Updated daily by Simplify and Pitt CSC.

Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

CUDA Templates and Python DSLs for High-Performance Linear Algebra

Zig INferenCe Engine — Local LLM inference on AMD GPUs and Apple Silicon

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

A large collection of Khmer language resources. Khmer is a language used by Cambodia.

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

ML-powered manga translator, written in Rust.

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.

Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).

RDNA-native LLM inference engine in Rust.

Streamlit — A faster way to build and share data apps.

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

Tensor library for machine learning

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Machine Learning Engineering Open Book

Open Machine Learning Compiler Framework

From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels, FSDP distillation, paged-KV continuous batching, speculative decoding, a Rust gateway, a JAX oracle, and interpretability tooling.

The fastest path to AI-powered full stack observability, even for lean teams.

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Create powerful Hydra applications without the yaml files and boilerplate code.

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

A hyperparameter optimization framework

SwarmUI (formerly StableSwarmUI), A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

BioNeMo Recipes: For building and adapting AI models in drug discovery at scale

cuDNN Frontend is NVIDIA's modern, open-source entry point to the cuDNN library and a growing collection of high-performance open-source kernels.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Visualizer for neural network, deep learning and machine learning models

dddmr_navigation is the 3D navigation solution for mobile robots includes mapping/localization/perception/path planning/controller/navigation stack

Open-source simulator for autonomous driving research.

A math workspace for screenshot OCR, handwriting-to-LaTeX, office-plugin editing, and symbolic computation, powered by MathCraft OCR and MathLive.

Multi-dimensional arrays (tensors) and numerical definitions for Elixir

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

Train speculative decoding models effortlessly and port them smoothly to SGLang serving.

Bayesian Optimization and Design of Experiments

Graph Neural Network Library for PyTorch

Extensible interactive notebook platform for .NET. Every built-in feature, from the C# kernel to the dashboard layout, is an extension built on the same public interfaces available to third-party authors. Runs in VS Code and the browser.

深度学习辅助漫画翻译工具, 支持一键机翻和简单的图像/文本编辑 | Yet another computer-aided comic/manga translation tool powered by deeplearning

On-device AI across mobile, embedded and edge for PyTorch

Workflow Engine for Kubernetes

matplotlib: plotting with Python