function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| Tiiny-AI/PowerInfer PowerInfer is a CPU/GPU hybrid LLM inference engine that exploits activation locality to run large language models fast on consumer-grade h… | 63 | 9752 | active |
| pymc-devs/pymc PyMC is a Python library for Bayesian statistical modeling and probabilistic programming, built on PyTensor. It provides intuitive model sp… | 99 | 9723 | stable |
| CyberTimon/RapidRAW RapidRAW is a free, open-source, non-destructive RAW photo editor and image library manager built with Rust, wgpu, React, and Tauri. It off… | 81 | 9617 | active |
| yihong0618/bilingual_book_maker A Python CLI tool that uses AI translation services (ChatGPT, Claude, Gemini, DeepL, and others) to create bilingual versions of epub, txt,… | 76 | 9609 | active |
| arogozhnikov/einops einops is a Python library providing readable, framework-agnostic tensor operations via mini-language functions like rearrange, reduce, and… | 77 | 9581 | stable |
| WongKinYiu/yolov9 Official PyTorch implementation of the YOLOv9 object detection paper, featuring Programmable Gradient Information for improved accuracy. It… | 16 | 9551 | active |
| sloria/TextBlob TextBlob is a Python library providing a simple, consistent API for common NLP tasks such as part-of-speech tagging, noun phrase extraction… | 67 | 9544 | stable |
| modelscope/facechain FaceChain is a deep-learning toolchain from ModelScope for generating identity-preserved personal portraits (digital twins) from a single p… | 30 | 9508 | active |
| unit8co/darts Darts is a Python library for user-friendly time series forecasting and anomaly detection. It provides a unified scikit-learn-like fit/pred… | 92 | 9505 | active |
| PeterL1n/RobustVideoMatting Robust Video Matting (RVM) is a deep learning model and library for real-time human video matting, using a recurrent neural network with te… | 23 | 9500 | stable |
| replicate/cog Cog is an open-source CLI tool that packages machine learning models into production-ready Docker containers using a simple cog.yaml config… | 94 | 9463 | active |
| k2-fsa/OmniVoice OmniVoice is a massively multilingual zero-shot text-to-speech model supporting 600+ languages, built on a diffusion language model-style a… | 79 | 9455 | active |
| Oneflow-Inc/oneflow OneFlow is an open-source deep learning framework written in C++ with a PyTorch-like Python API, focused on scalable and efficient distribu… | 48 | 9428 | active |
| YaoFANGUK/video-subtitle-extractor A GUI application that extracts hard-coded (burned-in) subtitles from videos and generates SRT subtitle files using local deep-learning-bas… | 70 | 9401 | active |
| PaddlePaddle/PaddleSeg PaddleSeg is an end-to-end image segmentation toolkit built on PaddlePaddle, offering a model zoo with dozens of pre-trained models for sem… | 52 | 9382 | active |
| oumi-ai/oumi Oumi is an open-source Python framework and platform for the end-to-end lifecycle of open-weight LLMs: data synthesis, fine-tuning (SFT, Lo… | 86 | 9373 | active |
| dotnet/machinelearning ML.NET is an open-source, cross-platform machine learning framework for .NET that lets developers build, train, and deploy custom ML models… | 80 | 9351 | active |
| keras-team/autokeras AutoKeras is an AutoML library for deep learning built on Keras, developed by DATA Lab at Texas A&M University. It automates model architec… | 52 | 9326 | active |
| cactus-compute/needle Needle 2 is a 45M-parameter open language model packaged as a single 14MB binary for tool calling, device use, and structured extraction on… | 59 | 9311 | active |
| blue-yonder/tsfresh tsfresh is a Python package that automatically extracts hundreds of features from time series using algorithms from statistics, signal proc… | 80 | 9299 | stable |
| bytedance/monolith Monolith is a deep learning framework built on TensorFlow for large-scale recommendation modeling. It provides collisionless embedding tabl… | 10 | 9298 | active |
| LTX-2 Official Python package from Lightricks providing inference pipelines and LoRA training for LTX-2/LTX-2.5, an open-weights DiT-based founda… | 83 | 9260 | active |
| evilsocket/pwnagotchi Pwnagotchi is an A2C deep reinforcement learning agent built on bettercap that learns from its surrounding WiFi environment to maximize cap… | 67 | 9189 | active |
| coqui-ai/TTS Coqui TTS is a deep learning toolkit for text-to-speech synthesis, providing pretrained models in over 1100 languages plus tools for traini… | 23 | 45953 | maintenance |
| QwenAudio/SenseVoice SenseVoice is an open-source speech foundation model (SenseVoiceSmall) providing multilingual ASR, spoken language identification, speech e… | 88 | 9151 | active |
| francescopace/espectre ESPectre is an open-source motion detection system that analyzes Wi-Fi Channel State Information (CSI) on ESP32 devices to detect movement … | 78 | 9151 | active |
| X-PLUG/MobileAgent Mobile-Agent is a family of multimodal GUI agents from Tongyi Lab that perceive and operate mobile and desktop user interfaces using vision… | 67 | 9136 | active |
| kyutai-labs/pocket-tts Pocket TTS is a lightweight 100M-parameter text-to-speech model and Python library from Kyutai that runs efficiently on CPUs without a GPU.… | 83 | 9135 | active |
| modelscope/modelscope ModelScope is a Python library and ecosystem built on the 'Model-as-a-Service' concept, providing unified APIs to download, run inference o… | 98 | 9111 | active |
| studio-dots-ai/dots.ocr dots.ocr is a 1.7B-parameter vision-language model for multilingual document layout parsing, converting documents into structured output wi… | 51 | 9090 | active |
| CatBoost CatBoost is an open-source gradient boosting on decision trees library developed by Yandex, offering high-quality classification, regressio… | 85 | 9078 | stable |
| roboflow/rf-detr RF-DETR is a real-time transformer-based model architecture from Roboflow for object detection, instance segmentation, and keypoint detecti… | 87 | 9063 | active |
| pyro-ppl/pyro Pyro is a deep universal probabilistic programming library built on Python and PyTorch, supporting Bayesian modeling with variational infer… | 66 | 9037 | stable |
| NVIDIA/apex NVIDIA-maintained PyTorch extension providing utilities for easy mixed precision and distributed training. It offers up-to-date CUDA and C+… | 77 | 8993 | active |
| infinitered/nsfwjs NSFWJS is a JavaScript library that uses TensorFlow.js to classify images into NSFW/safety categories (Drawing, Neutral, Sexy, Hentai, Porn… | 86 | 8965 | active |
| polakowo/vectorbt VectorBT is a Python library for backtesting and analyzing trading strategies at scale, operating on pandas and NumPy objects accelerated b… | 91 | 8847 | active |
| sebastianstarke/AI4Animation AI4Animation is a deep learning framework for data-driven character animation and control, built around Unity with a Python remake (AI4Anim… | 67 | 8846 | active |
| apple/ml-sharp SHARP is a Python tool from Apple that synthesizes a photorealistic 3D Gaussian splat representation from a single photograph in under a se… | 42 | 8843 | active |
| NVlabs/Sana SANA is an efficiency-oriented PyTorch codebase for high-resolution text-to-image and text-to-video generation built on Linear Diffusion Tr… | 74 | 8833 | active |
| MIC-DKFZ/nnUNet nnU-Net is a self-configuring deep learning framework for semantic image segmentation that automatically adapts preprocessing, U-Net archit… | 65 | 8829 | stable |
| bentoml/BentoML BentoML is a Python framework for building online serving systems for AI apps and model inference, turning model inference scripts into RES… | 94 | 8808 | stable |
| FoundationVision/VAR Official PyTorch implementation of Visual Autoregressive Modeling (VAR), a NeurIPS 2024 Best Paper-winning method for scalable image genera… | 48 | 8729 | active |
| DepthAnything/Depth-Anything-V2 Depth Anything V2 is a foundation model for monocular depth estimation, trained on 595K synthetic labeled images and 62M+ real unlabeled im… | 56 | 8709 | stable |
| VowpalWabbit/vowpal_wabbit Vowpal Wabbit is a fast, open-source machine learning system focused on online, active, and interactive learning, including contextual band… | 90 | 8706 | active |
| bayesian-optimization/BayesianOptimization A pure Python library implementing Bayesian global optimization using Gaussian processes. It finds the maximum of expensive, unknown black-… | 90 | 8696 | stable |
| LykosAI/StabilityMatrix Stability Matrix is a multi-platform desktop application that acts as a package manager for Stable Diffusion UIs and tools like ComfyUI, AU… | 95 | 8688 | active |
| fudan-generative-vision/hallo Hallo is a Python research library implementing hierarchical audio-driven visual synthesis for animating portrait images into talking-head … | 14 | 8664 | active |
| MONAI MONAI is a PyTorch-based open-source framework for deep learning in healthcare imaging, providing domain-specific transforms, 3D architectu… | 87 | 8634 | stable |
| jomjol/AI-on-the-edge-device A firmware application for ESP32-CAM boards that uses TensorFlow Lite CNNs on-device to digitize analog utility meters (water, gas, electri… | 72 | 8624 | active |
| librosa/librosa Librosa is a Python library for audio and music signal processing, providing foundational algorithms for building music information retriev… | 87 | 8576 | stable |
| hexgrad/kokoro An inference library for Kokoro-82M, an open-weight text-to-speech model with 82 million parameters that delivers quality comparable to lar… | 36 | 8570 | active |
| netease-youdao/EmotiVoice EmotiVoice is an open-source text-to-speech engine supporting English and Chinese with over 2000 voices and prompt-controlled emotional syn… | 17 | 8523 | active |
| lllyasviel/IC-Light IC-Light is a Python tool for manipulating the illumination of images using diffusion models, offering text-conditioned and background-cond… | 27 | 8508 | active |
| google-deepmind/alphafold3 Google DeepMind's official implementation of the AlphaFold 3 inference pipeline for predicting biomolecular structures and interactions. It… | 83 | 8495 | active |
| OptimalScale/LMFlow LMFlow is an extensible Python toolkit for finetuning and inference of large foundation models such as LLaMA, GPT-2, and Galactica. It prov… | 64 | 8484 | active |
| bitsandbytes-foundation/bitsandbytes bitsandbytes is a Python library providing k-bit quantization primitives for PyTorch, enabling 8-bit (LLM.int8()) and 4-bit (QLoRA) quantiz… | 99 | 8439 | active |
| gonum/gonum Gonum is a suite of numerical and scientific computing libraries for Go, covering matrices and linear algebra, statistics and probability, … | 73 | 8427 | active |
| lucidrains/imagen-pytorch A PyTorch implementation of Imagen, Google's text-to-image neural network based on cascading DDPMs conditioned on T5 text embeddings. It pr… | 23 | 8424 | active |
| CASIA-LMC-Lab/FastSAM FastSAM is a CNN-based Segment Anything Model trained on only 2% of the SA-1B dataset, achieving comparable segmentation performance to SAM… | 19 | 8401 | active |
| nl8590687/ASRT_SpeechRecognition ASRT is a deep-learning-based Chinese speech recognition (speech-to-text) system built with TensorFlow/Keras, using CNN, LSTM, attention me… | 57 | 8383 | active |
| jesse-ai/jesse Jesse is an open-source Python framework for researching, backtesting, optimizing, and live-trading cryptocurrency trading strategies. It i… | 77 | 8380 | active |
| XPixelGroup/BasicSR BasicSR is an open-source PyTorch toolbox for image and video restoration tasks such as super-resolution, denoising, deblurring, and JPEG a… | 23 | 8367 | stable |
| zai-org/ChatGLM-6B ChatGLM-6B is an open-source bilingual (Chinese-English) 6.2B-parameter dialogue language model based on the GLM architecture, optimized fo… | 30 | 40983 | maintenance |
| py-why/dowhy DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. It unifies causal graphic… | 76 | 8282 | stable |
| mikel-brostrom/boxmot BoxMOT is a pluggable Python and C++ library providing state-of-the-art multi-object tracking (MOT) algorithms such as ByteTrack, BoT-SORT,… | 95 | 8281 | active |
| exadel-inc/CompreFace Exadel CompreFace is a free, open-source face recognition system that provides REST APIs for face recognition, verification, detection, lan… | 23 | 8273 | stable |
| QwenLM/Qwen-Image Qwen-Image is a 20B MMDiT image generation foundation model from the Qwen team, with strong complex text rendering (especially Chinese) and… | 48 | 8265 | active |
| THUDM/slime slime is an open-source LLM post-training framework for reinforcement learning scaling, connecting Megatron-based training with SGLang-base… | 80 | 8261 | active |
| lmcinnes/umap UMAP is a Python library implementing Uniform Manifold Approximation and Projection, a non-linear dimensionality reduction technique usable… | 87 | 8255 | stable |
| lltcggie/waifu2x-caffe A Windows GUI/CLI application that reimplements the waifu2x image upscaling and noise-reduction tool using the Caffe deep learning framewor… | 56 | 8221 | stable |
| Ucas-HaoranWei/GOT-OCR2.0 Official implementation of GOT-OCR2.0, a unified end-to-end vision-language model for general OCR that converts images of text, documents, … | 25 | 8216 | active |
| carson-katri/dream-textures A Blender add-on that integrates Stable Diffusion for generating textures, concept art, and background assets directly inside Blender. It s… | 23 | 8195 | active |
| brycedrennan/imaginAIry A Python library and CLI tool (imaginairy/aimg) for generating images and videos with Stable Diffusion and Stable Video Diffusion models. I… | 63 | 8179 | active |
| google-research/bert Google Research's official TensorFlow implementation of BERT, the Bidirectional Encoder Representations from Transformers language model, a… | 10 | 40046 | maintenance |
| jessevig/bertviz BertViz is an interactive Python library for visualizing attention mechanisms in Transformer language models such as BERT, GPT-2, and RoBER… | 50 | 8160 | stable |
| elder-plinius/OBLITERATUS OBLITERATUS is a Python toolkit for abliteration — identifying and removing refusal behaviors from large language models by locating and in… | 71 | 8056 | active |
| shenweichen/DeepCTR DeepCTR is a Python library of easy-to-use, modular, and extendible deep-learning based CTR (click-through rate) prediction models built on… | 77 | 8050 | stable |
| LibrePhotos/librephotos LibrePhotos is a self-hosted, open-source photo management service built with Django and React. It offers AI-powered features like face rec… | 96 | 8049 | active |
| suno-ai/bark Bark is Suno's open-source transformer-based text-to-audio model that generates highly realistic multilingual speech, music, background noi… | 30 | 39249 | maintenance |
| nadermx/backgroundremover A free, open-source command line tool that removes backgrounds from images and videos using the U2Net AI model built on PyTorch. It is inst… | 93 | 8020 | active |
| lanpa/tensorboardX A Python library for writing TensorBoard event files from PyTorch, Chainer, MXNet, NumPy, and other frameworks without needing TensorFlow. … | 78 | 7998 | active |
| isaac-sim/IsaacLab Isaac Lab is a GPU-accelerated open-source framework for robot learning built on NVIDIA Isaac Sim, unifying workflows like reinforcement le… | 92 | 7966 | active |
| MochiDiffusion/MochiDiffusion A native macOS app built with SwiftUI for running Stable Diffusion and FLUX.2 Klein image generation locally on Apple Silicon Macs. It uses… | 78 | 7926 | active |
| NVIDIA/Isaac-GR00T NVIDIA Isaac GR00T N1.7 is an open vision-language-action (VLA) foundation model for generalized humanoid robot skills, taking language and… | 76 | 7926 | stable |
| alirezamika/autoscraper AutoScraper is a Python library that automatically learns scraping rules from a URL or HTML content plus a list of sample data you want to … | 66 | 7904 | stable |
| stanfordnlp/stanza Stanza is the Stanford NLP Group's official Python library for linguistic analysis of human language text. It provides a neural pipeline bu… | 97 | 7867 | stable |
| AI4Finance-Foundation/FinRobot FinRobot is an open-source AI agent platform for financial applications built on large language models, unifying LLMs, reinforcement learni… | 81 | 7866 | active |
| PriorLabs/TabPFN TabPFN is a pre-trained tabular foundation model (transformer) that performs classification, regression, forecasting, and anomaly detection… | 99 | 7855 | active |
| open-mmlab/mmpose MMPose is an open-source pose estimation toolbox and benchmark built on PyTorch as part of the OpenMMLab ecosystem. It provides implementat… | 39 | 7855 | active |
| wang-xinyu/tensorrtx A C++ collection of popular deep learning networks (YOLO variants, ResNet, MobileNet, Swin Transformer, OCR models, and more) implemented f… | 76 | 7827 | active |
| MaartenGr/BERTopic BERTopic is a Python library for topic modeling that leverages transformer-based sentence embeddings and class-based TF-IDF (c-TF-IDF) to d… | 77 | 7804 | stable |
| TencentARC/GFPGAN GFPGAN is a Python library built on PyTorch that restores and enhances real-world degraded face photos using GAN-based priors. It provides … | 23 | 37657 | maintenance |
| TadasBaltrusaitis/OpenFace OpenFace is a facial behavior analysis toolkit that performs facial landmark detection, head pose estimation, facial action unit recognitio… | 23 | 7740 | active |
| deepseek-ai/DeepGEMM DeepGEMM is a high-performance CUDA BLAS kernel library for NVIDIA tensor cores, providing FP8, FP4, and BF16 GEMMs plus fused MoE and othe… | 84 | 7738 | active |
| PaddlePaddle/ERNIE Official repository for Baidu's ERNIE 4.5 family of large multimodal models and ERNIEKit, an industrial-grade training toolkit built on Pad… | 65 | 7738 | active |
| geekyutao/Inpaint-Anything Inpaint Anything combines Segment Anything (SAM) with inpainting models like LaMa and Stable Diffusion to remove, fill, or replace objects … | 65 | 7703 | active |
| MeiGen-AI/InfiniteTalk InfiniteTalk is an open-source model and framework for unlimited-length audio-driven talking video generation, supporting both image-to-vid… | 55 | 7700 | active |
| meta-llama/llama-models Meta's official repository of Llama large language models with Python utilities for working with them, including model cards, licenses, and… | 55 | 7685 | active |
| openai/gym Gym is a Python toolkit for developing and comparing reinforcement learning algorithms via a standard API between learning algorithms and e… | 10 | 37251 | maintenance |
| alteryx/featuretools Featuretools is an open-source Python library for automated feature engineering, using Deep Feature Synthesis (DFS) to generate features fr… | 65 | 7666 | active |