function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| meituan-longcat/LongCat-Video LongCat-Video is a 13.6B-parameter foundational video generation model from Meituan that unifies text-to-video, image-to-video, and video-c… | 54 | 7665 | active |
| babysor/MockingBird MockingBird is a PyTorch-based AI voice cloning toolbox that can clone a voice from a 5-second sample and generate arbitrary speech in real… | 54 | 36909 | maintenance |
| lllyasviel/Omost Omost is a Python application that converts LLM coding capability into image composition by having pretrained LLMs (based on Llama3 and Phi… | 24 | 7610 | active |
| myshell-ai/MeloTTS MeloTTS is a high-quality multi-lingual text-to-speech library supporting English (multiple accents), Spanish, French, Chinese, Japanese, a… | 16 | 7608 | active |
| RapidAI/RapidOCR RapidOCR is an open-source, multi-language OCR toolkit that performs text detection and recognition using models converted to run on ONNX R… | 97 | 7599 | active |
| google-deepmind/weathernext Google DeepMind's WeatherNext family of AI weather forecasting models, including WeatherNext 2, GraphCast, and GenCast, with code and pretr… | 82 | 7596 | active |
| 1adrianb/face-alignment A Python library built on PyTorch that detects 2D and 3D facial landmarks in images using the FAN deep learning face alignment network. It … | 70 | 7538 | active |
| HIPS/autograd Autograd is a Python library that efficiently computes derivatives of native Python and NumPy code, supporting reverse-mode (backpropagatio… | 85 | 7523 | stable |
| h2oai/h2o-3 H2O-3 is an open-source, distributed, in-memory machine learning platform implementing algorithms such as GLM, GBM/XGBoost, Random Forest, … | 77 | 7494 | stable |
| SkyworkAI/SkyReels-V2 SkyReels-V2 is an open-source infinite-length film/video generative model using an AutoRegressive Diffusion-Forcing architecture, released … | 48 | 7462 | active |
| EleutherAI/gpt-neox GPT-NeoX is EleutherAI's library for training large-scale autoregressive transformer language models on GPUs, built on NVIDIA's Megatron an… | 62 | 7459 | active |
| LargeWorldModel/LWM Large World Model (LWM) is a family of open-source 7B-parameter multimodal autoregressive transformer models trained on long videos and boo… | 25 | 7425 | active |
| apple/ml-fastvlm Official implementation of FastVLM, a vision language model with an efficient hybrid vision encoder (FastViTHD) that reduces token count an… | 28 | 7411 | active |
| facebookresearch/SlowFast PySlowFast is a PyTorch-based open-source video understanding codebase from Facebook AI Research (FAIR). It provides implementations of sta… | 65 | 7410 | active |
| TheCraigHewitt/seomachine SEO Machine is a specialized Claude Code workspace of custom commands, AI agents, and Python analysis modules for researching, writing, and… | 60 | 7381 | active |
| zai-org/GLM-OCR GLM-OCR is an open-source 0.9B-parameter multimodal OCR model built on the GLM-V encoder-decoder architecture for complex document understa… | 65 | 7366 | active |
| open-compass/opencompass OpenCompass is a Python-based evaluation platform and toolkit for benchmarking large language models across 100+ datasets, supporting model… | 96 | 7365 | active |
| EutropicAI/Final2x Final2x is a cross-platform desktop application for image super-resolution (upscaling) built with Electron, Vue3, and a PyTorch-based Pytho… | 74 | 7323 | active |
| facebookresearch/sam-3d-objects SAM 3D Objects is a foundation model from Meta that reconstructs full 3D shape geometry, texture, and layout from a single image, with code… | 55 | 7322 | active |
| vladmandic/sdnext SD.Next is an open-source, self-hosted WebUI server application for AI generative image and video creation built on Stable Diffusion and Di… | 76 | 7320 | active |
| arcee-ai/mergekit mergekit is a Python toolkit for merging pre-trained large language models directly in weight space, supporting many merge methods (SLERP, … | 63 | 7310 | active |
| google/flax Flax is a neural network library and ecosystem for JAX designed for flexibility, featuring the newer NNX API with first-class Python refere… | 99 | 7303 | active |
| naver/dust3r DUSt3R is the official PyTorch implementation of a CVPR 2024 model that performs dense, unconstrained stereo and multi-view 3D reconstructi… | 45 | 7288 | active |
| imgly/background-removal-js An npm package (browser and Node.js variants) that removes image backgrounds using ONNX-based image segmentation/matting models running ent… | 43 | 7287 | active |
| lightningpixel/modly Modly is an open-source desktop application that generates textured 3D meshes from images or text prompts using open-source AI models (Huny… | 80 | 7275 | active |
| PaddlePaddle/Paddle-Lite Paddle Lite is a high-performance, lightweight deep learning inference engine from Baidu's PaddlePaddle ecosystem, designed for mobile, emb… | 58 | 7273 | active |
| algorithmicsuperintelligence/openevolve OpenEvolve is an open-source Python implementation of DeepMind's AlphaEvolve, an evolutionary coding agent that uses LLM ensembles to auton… | 81 | 7271 | active |
| InternLM/InternLM Official repository for the InternLM series of open-source large language models (InternLM, InternLM2, InternLM2.5, InternLM3), including p… | 41 | 7269 | active |
| mit-han-lab/streaming-llm StreamingLLM is a research framework from MIT Han Lab implementing the Attention Sinks method (ICLR 2024) for efficient streaming language … | 27 | 7268 | stable |
| Zyphra/Zonos Zonos-v0.1 is an open-weight text-to-speech model trained on over 200k hours of multilingual speech, with a Python library for inference. I… | 24 | 7244 | active |
| liuliu/ccv ccv is a modern, minimalist computer vision library written in C/C++ with an application-driven set of state-of-the-art algorithms includin… | 77 | 7243 | active |
| feast-dev/feast Feast is an open-source feature store for machine learning that manages offline stores for historical training data and low-latency online … | 99 | 7230 | stable |
| stanfordnlp/GloVe Stanford's C implementation of the GloVe model for training distributed word representations (word embeddings), plus downloadable pre-train… | 38 | 7230 | stable |
| kohya-ss/sd-scripts A collection of Python training, generation, and utility scripts for Stable Diffusion and other image generation models, most widely used f… | 89 | 7210 | active |
| BVLC/caffe Caffe is a fast, modular deep learning framework developed by Berkeley AI Research, focused on convolutional neural networks for vision, sp… | 23 | 34556 | maintenance |
| CMU-Perceptual-Computing-Lab/openpose OpenPose is a real-time multi-person keypoint detection library that jointly estimates human body, face, hand, and foot keypoints (135 tota… | 23 | 34413 | maintenance |
| MineDojo/Voyager Voyager is an open-source LLM-powered embodied agent that plays Minecraft through GPT-4, using an automatic curriculum, an ever-growing ski… | 29 | 7160 | active |
| ControlNet ControlNet is a neural network architecture that adds conditional control (edges, poses, depth, etc.) to pretrained text-to-image diffusion… | 31 | 34091 | maintenance |
| testerSunshine/12306 A Python-based ticket-sniping assistant for China Railway's 12306 booking system that automates login, CAPTCHA recognition, and ticket purc… | 10 | 34086 | maintenance |
| scikit-learn-contrib/imbalanced-learn imbalanced-learn is a Python library offering re-sampling techniques (over-sampling, under-sampling, and combinations) for datasets with st… | 83 | 7121 | stable |
| yangchris11/samurai SAMURAI is the official implementation of a zero-shot visual object tracker built on top of Segment Anything Model 2 (SAM 2), using a motio… | 27 | 7112 | active |
| flwrlabs/flower Flower (flwr) is an open-source Python framework for building federated and collaborative AI systems, supporting any ML framework such as P… | 99 | 7085 | active |
| vespa-engine/vespa Vespa is an open-source, distributed AI search platform and serving engine that combines full-text search, vector/tensor search, and machin… | 95 | 7069 | stable |
| tensortrade-org/tensortrade TensorTrade is an open-source Python framework for building, training, and evaluating reinforcement learning agents for algorithmic trading… | 64 | 7067 | active |
| threestudio-project/threestudio threestudio is a unified open-source framework for 3D content generation from text prompts, single images, and few-shot images by lifting 2… | 20 | 7059 | active |
| zai-org/GLM-5 GLM-5 is a family of open-weight large language models from Z.ai (Zhipu AI), including the flagship GLM-5.2 with 1M-token context and the m… | 60 | 7057 | active |
| SakanaAI/AI-Scientist-v2 An end-to-end autonomous AI research system that generates hypotheses, runs machine learning experiments, analyzes data, and writes complet… | 46 | 7050 | active |
| deepseek-ai/DeepSpec DeepSpec is a full-stack Python codebase from DeepSeek for training and evaluating draft models used in speculative decoding of large langu… | 54 | 7041 | active |
| NVIDIA/warp NVIDIA Warp is a Python framework that JIT-compiles regular Python functions into efficient CPU or CUDA GPU kernels. It provides differenti… | 98 | 7033 | active |
| google/gemma.cpp A lightweight, standalone C++ inference engine for Google's Gemma foundation models (Gemma 2/3, PaliGemma 2), with a small ~2K LoC core and… | 72 | 7031 | active |
| zhouxiaoka/autoclip AutoClip is a self-hosted AI-powered video clipping system that downloads videos from YouTube and Bilibili, uses LLM-based content analysis… | 66 | 7019 | active |
| deepseek-ai/DeepSeek-Coder-V2 DeepSeek-Coder-V2 is an open-weight Mixture-of-Experts code language model family released by DeepSeek AI, with weights available on Huggin… | 47 | 7007 | active |
| apple/corenet CoreNet is Apple's deep neural network training toolkit for training standard and novel small and large-scale models, including foundation … | 45 | 7007 | active |
| TheTom/turboquant_plus TurboQuant+ is a Python reference implementation of the TurboQuant KV cache compression method (ICLR 2026), using PolarQuant codebooks and … | 56 | 7006 | active |
| latentcat/qrbtf QRBTF is an AI and parametric QR code generator that creates stylized, scannable QR codes, available as a hosted web app at qrbtf.com with … | 30 | 6996 | active |
| deeppavlov/DeepPavlov DeepPavlov is an open-source Python NLP library built on PyTorch and Hugging Face transformers for developing, training, and deploying stat… | 39 | 6989 | active |
| albertan017/LLM4Decompile LLM4Decompile is an open-source series of large language models (1.3B to 33B) trained to decompile binary code back into readable, executab… | 55 | 6986 | active |
| deepchem/deepchem DeepChem is a Python library that democratizes deep learning for drug discovery, quantum chemistry, materials science, and biology. It prov… | 67 | 6961 | active |
| PaddlePaddle/models PaddlePaddle's officially maintained industry-grade model repository containing 600+ models across computer vision, NLP, speech, recommenda… | 23 | 6932 | active |
| interpretml/interpret InterpretML is a Python library that unifies machine learning interpretability techniques, letting users train inherently interpretable gla… | 91 | 6928 | active |
| sczhou/ProPainter ProPainter is a PyTorch-based video inpainting model from ICCV 2023 that combines dual-domain propagation with a mask-guided sparse video T… | 22 | 6916 | stable |
| VAST-AI-Research/TripoSR TripoSR is an open-source model for fast feedforward 3D object reconstruction from a single image, developed by Tripo AI and Stability AI. … | 64 | 6888 | active |
| TencentQQGYLab/AppAgent AppAgent is an LLM-based multimodal agent framework that operates smartphone apps through human-like interactions such as tapping and swipi… | 32 | 6860 | active |
| eriklindernoren/ML-From-Scratch A Python library providing bare-bones NumPy implementations of fundamental machine learning models and algorithms, from linear regression t… | 32 | 32528 | maintenance |
| clearml/clearml ClearML is an open-source Python SDK and platform for MLOps/LLMOps that provides auto-logged experiment tracking, data versioning, pipeline… | 99 | 6840 | stable |
| postgresml/postgresml PostgresML is a PostgreSQL extension that brings machine learning and AI inference directly into the database, with GPU acceleration and pg… | 36 | 6821 | active |
| NicolasHug/Surprise Surprise is a Python scikit for building and analyzing recommender systems that work with explicit rating data. It provides ready-to-use pr… | 70 | 6808 | stable |
| facebookresearch/fairseq Fairseq is a PyTorch-based sequence modeling toolkit from Facebook AI Research for training custom models for translation, summarization, l… | 10 | 32231 | maintenance |
| guofei9987/scikit-opt A Python library implementing heuristic and swarm intelligence optimization algorithms, including genetic algorithm, particle swarm optimiz… | 56 | 6709 | active |
| kijai/ComfyUI-WanVideoWrapper ComfyUI custom nodes wrapping WanVideo (Wan2.1) and related video generation models. It provides a standalone sandbox for quickly implement… | 58 | 6678 | active |
| tencent-ailab/IP-Adapter IP-Adapter is a lightweight (22M parameter) adapter that adds image prompt capability to pretrained text-to-image diffusion models like Sta… | 28 | 6677 | stable |
| simplescaling/s1 s1 is an open-source research project implementing simple test-time scaling for large language models, including the s1K dataset of 1,000 c… | 33 | 6668 | active |
| pathwaycom/arc-task-gen A Python tool that generates original ARC-AGI-1-style puzzle tasks distribution-matched to the public evaluation set. It produces tasks in … | 56 | 6665 | active |
| FoundationVision/ByteTrack ByteTrack is a PyTorch-based multi-object tracking (MOT) library implementing the ECCV 2022 paper 'Multi-Object Tracking by Associating Eve… | 32 | 6654 | stable |
| yangjianxin1/Firefly Firefly is an open-source one-stop training tool for large language models, supporting pretraining, instruction fine-tuning (SFT), and DPO … | 21 | 6653 | active |
| OLMo olmOCR is an open toolkit from Ai2 that converts PDFs and image-based documents into clean, reading-order Markdown using a fine-tuned 7B vi… | 52 | 6648 | active |
| Yuliang-Liu/MonkeyOCR MonkeyOCR is a lightweight large multimodal model (LMM) for document parsing that uses a Structure-Recognition-Relation triplet paradigm to… | 60 | 6635 | active |
| linkedin/Liger-Kernel Liger Kernel is a collection of Triton kernels designed to make LLM training faster and more memory-efficient, offering drop-in replacement… | 90 | 6588 | active |
| ml5js/ml5-library ml5.js is a friendly, beginner-oriented JavaScript machine learning library for the browser, built on top of TensorFlow.js. It provides acc… | 23 | 6587 | active |
| axa-group/nlp.js NLP.js is a natural language processing library for Node.js that provides intent classification, named entity recognition, sentiment analys… | 23 | 6585 | active |
| iperov/DeepFaceLive DeepFaceLive is a real-time face-swap application for PC streaming and video calls, using trained face models (DFM) applied to webcam or vi… | 10 | 31011 | maintenance |
| AILab-CVC/YOLO-World YOLO-World is a real-time open-vocabulary object detection model and Python toolkit from Tencent AI Lab and HUST, published at CVPR 2024. I… | 29 | 6529 | active |
| FareedKhan-dev/kimi-k3-in-c A dependency-free C99 inference engine that runs the 2.78-trillion-parameter Kimi K3 model on a single CPU with as little as 8 GB of RAM by… | 79 | 6524 | active |
| open-mmlab/mmdetection3d MMDetection3D is OpenMMLab's next-generation platform for general 3D object detection, built on PyTorch. It provides a modular toolbox with… | 23 | 6518 | active |
| Fincept-Corporation/FinceptTerminal FinceptTerminal is an open-source (AGPL-3.0) finance terminal application built with C++20/Qt6 and Python, offering market analytics, equit… | 89 | 30690 | maintenance |
| shibing624/pycorrector pycorrector is a Python toolkit for Chinese text error correction, supporting phonetic, visual, and grammar error types with models includi… | 84 | 6515 | active |
| rtqichen/torchdiffeq torchdiffeq is a PyTorch library of differentiable ordinary differential equation (ODE) solvers, best known as the canonical implementation… | 39 | 6477 | stable |
| open-mmlab/mmcv MMCV is the foundational computer vision library for the OpenMMLab ecosystem, providing image/video I/O, data transformations, and CUDA ope… | 52 | 6470 | stable |
| TMElyralab/MuseTalk MuseTalk is a real-time, high-fidelity lip-sync model that modifies a face region in video according to input audio via latent space inpain… | 45 | 6459 | active |
| HVision-NKU/StoryDiffusion StoryDiffusion is the official implementation of a NeurIPS 2024 Spotlight paper introducing Consistent Self-Attention for character-consist… | 24 | 6452 | active |
| DEAP/deap DEAP is a Python framework for evolutionary computation that supports genetic algorithms, genetic programming, evolution strategies, and mu… | 67 | 6436 | stable |
| haifengl/smile SMILE is a comprehensive, high-performance machine learning framework for the JVM with idiomatic APIs for Java, Scala, and Kotlin. It cover… | 99 | 6413 | active |
| argosopentech/argos-translate Argos Translate is an open-source offline neural machine translation library written in Python, built on OpenNMT. It can be used as a Pytho… | 66 | 6403 | active |
| multimodal-art-projection/YuE YuE is a family of open-source foundation models based on the LLaMA2 architecture that generate full songs (up to five minutes) with vocals… | 32 | 6403 | active |
| tensorflow/serving TensorFlow Serving is a flexible, high-performance serving system for machine learning models designed for production environments. It mana… | 86 | 6360 | stable |
| KevinMusgrave/pytorch-metric-learning A PyTorch library providing modular losses, miners, samplers, and testers for deep metric learning. It supports building complete train/tes… | 48 | 6339 | active |
| argmaxinc/argmax-oss-swift A Swift SDK providing turn-key on-device speech AI frameworks for Apple Silicon, including WhisperKit (speech-to-text with Whisper), Speake… | 91 | 6338 | active |
| yl4579/StyleTTS2 StyleTTS 2 is a PyTorch text-to-speech model that uses style diffusion and adversarial training with large speech language models (e.g., Wa… | 29 | 6336 | active |
| PufferAI/PufferLib PufferLib is a fast, open-source reinforcement learning library that trains tiny, super-human models in seconds, achieving 1M+ environment … | 81 | 6306 | active |
| google-ai-edge/LiteRT-LM LiteRT-LM is Google's production-ready, high-performance open-source framework for running large language models on edge devices, built as … | 86 | 6298 | active |