function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| cvxopt/cvxopt CVXOPT is a free Python package for convex optimization, providing dense and sparse matrix classes, interfaces to BLAS/LAPACK/FFTW, and sol… | 64 | 1039 | stable |
| D2I-CUHKSZ/MicroWorld MicroWorld is a lightweight Python engine that turns multi-modal event materials (documents, images, videos, graph signals) into structured… | 53 | 1039 | active |
| lkeab/gaussian-grouping Gaussian Grouping extends 3D Gaussian Splatting to jointly reconstruct and segment open-world 3D scenes by lifting 2D SAM masks into per-Ga… | 27 | 1039 | stable |
| NVIDIA/raft NVIDIA RAFT (Reusable Accelerated Functions and Tools) is a C++/Python library of CUDA-accelerated algorithms and primitives for machine le… | 94 | 1038 | active |
| allenv0/AirPosture AirPosture is an open-source iOS app that turns AirPods (and compatible Beats) with dynamic head tracking into a real-time posture coach, s… | 60 | 1037 | active |
| TorchEnsemble-Community/Ensemble-Pytorch A unified ensemble learning framework for PyTorch that implements strategies like voting, bagging, and gradient boosting to improve deep le… | 23 | 1037 | active |
| pytorch/tensordict TensorDict is a PyTorch library providing a batched, nested dict-like tensor container where operations like slicing, stacking, and arithme… | 99 | 1036 | active |
| Justin62628/Squirrel-RIFE A Chinese-language Windows GUI application for video frame interpolation based on the RIFE algorithm, with NCNN/Vulkan GPU acceleration. It… | 23 | 3526 | maintenance |
| AddictedCS/soundfingerprinting An open-source C# library for audio and video fingerprinting and recognition, implementing an efficient algorithm with fast insertion and r… | 99 | 1035 | active |
| kijai/ComfyUI-Hunyuan3DWrapper A ComfyUI custom node wrapper for Tencent's Hunyuan3D-2 model, enabling 3D asset generation from images or text directly inside ComfyUI wor… | 53 | 1035 | active |
| tensorflow/hub TensorFlow Hub is a Python library for reusing parts of trained TensorFlow models (SavedModels) for transfer learning, wrapping them as Ker… | 24 | 3523 | maintenance |
| liyiteng/AlohaMini AlohaMini is an open-source, 3D-printable dual-arm mobile robot with a motorized lift, buildable for under $1,000. It is LeRobot-ready for … | 57 | 1034 | active |
| NVlabs/DiffusionNFT DiffusionNFT is a research library implementing an online reinforcement learning paradigm for diffusion models that optimizes policy direct… | 47 | 1034 | active |
| OpenMined/TenSEAL TenSEAL is a Python library (with a C++ core) for performing homomorphic encryption operations on tensors, built on top of Microsoft SEAL. … | 87 | 1033 | active |
| TTPlanetPig/Comfyui_TTP_Toolset A collection of ComfyUI custom nodes for tiled image processing, including object-aware Smart Tile 2.0 workflows for detail img2img upscali… | 66 | 1033 | active |
| thu-ml/SpargeAttn SpargeAttn is the official implementation of a training-free sparse and quantized attention method that accelerates inference for language,… | 51 | 1033 | active |
| HarborYuan/ovsam Official PyTorch implementation of Open-Vocabulary SAM (ECCV 2024), a model that unifies SAM's interactive segmentation with CLIP's open-vo… | 42 | 1033 | active |
| ustcllm/RecFM RecFM is a collection of tools and frameworks from USTCLLM for developing foundation models tailored to recommendation systems. It bundles … | 40 | 1033 | active |
| samuel-vitorino/lm.rs A minimal Rust implementation for running LLM inference locally on CPU without ML libraries, supporting Gemma 2, Llama 3.2, and Phi 3.5 (in… | 23 | 1033 | active |
| inclusionAI/UI-Venus UI-Venus is a family of open-source multimodal GUI agent models (9B/27B) that perform UI element grounding and task navigation from screens… | 63 | 1032 | active |
| podgorskiy/ALAE Official PyTorch implementation of Adversarial Latent Autoencoders (ALAE/StyleALAE), a CVPR 2020 paper combining autoencoders with GAN trai… | 32 | 3511 | maintenance |
| NVIDIA-NeMo/Skills Nemo-Skills is a collection of Python pipelines for improving the skills of large language models, covering synthetic data generation, mode… | 70 | 1031 | active |
| adrida/tracer TRACER is a Python library that learns a routing policy from LLM classification traces, fitting a lightweight traditional ML surrogate to h… | 78 | 1030 | active |
| bilibili/Index-1.9B Index-1.9B is a family of lightweight 1.9-billion-parameter multilingual language models from Bilibili's Index team, released in base, chat… | 68 | 1030 | active |
| Jumpat/SegmentAnythingin3D SA3D is a research framework that lifts 2D Segment Anything (SAM) masks into 3D segmentation of objects within a NeRF or 3D Gaussian Splatt… | 40 | 1030 | active |
| awentzonline/image-analogies A Python library implementing neural image analogies using VGG16 feature maps with PatchMatch-based matching and blending, based on the 'Im… | 23 | 3502 | maintenance |
| szagoruyko/pytorchviz A small Python package (torchviz) that generates visualizations of PyTorch execution graphs and autograd traces using Graphviz. It renders … | 32 | 3500 | maintenance |
| kuleshov-group/bd3lms BD3-LMs is a research implementation of Block Discrete Denoising Diffusion Language Models that interpolate between autoregressive and diff… | 34 | 1029 | active |
| continue-revolution/sd-webui-segment-anything A Stable Diffusion WebUI extension that integrates Segment Anything and GroundingDINO to generate segmentation masks from clicks or text pr… | 30 | 3499 | maintenance |
| rl-tools/rl-tools RLtools is a pure C++ header-only, dependency-free deep reinforcement learning library supporting algorithms like SAC, TD3, and PPO. It com… | 65 | 1028 | active |
| motional/nuplan-devkit The official devkit for the nuPlan dataset, providing tools to load, visualize, and process the large-scale autonomous driving planning dat… | 40 | 1028 | active |
| kuprel/min-dalle min(DALL·E) is a fast, minimal PyTorch port of DALL·E Mini/Mega stripped down for text-to-image inference, with only numpy, requests, pillo… | 31 | 3494 | maintenance |
| EchoMimic EchoMimic is a series of open-source models (V1-V3) from Ant Group for audio-driven human animation, generating lifelike talking-head, port… | 50 | 1027 | active |
| DLR-RM/3DObjectTracking A collection of C++ implementations of 3D object tracking algorithms from DLR research, including region-based 6DoF trackers (RBGT, SRT3D, … | 49 | 1027 | active |
| zhyever/PatchFusion PatchFusion is a CVPR 2024 end-to-end tile-based framework for high-resolution monocular metric depth estimation from single images. It fus… | 57 | 1026 | active |
| JackAILab/ConsistentID ConsistentID is a diffusion-based portrait generation model and toolkit that preserves facial identity from a single reference image using … | 52 | 1026 | active |
| fudan-zvg/4d-gaussian-splatting Official PyTorch/CUDA implementation of 4D Gaussian Splatting (ICLR 2024), which represents and renders dynamic scenes in real time using 4… | 57 | 1025 | active |
| andyzoujm/representation-engineering Official library for Representation Engineering (RepE), a top-down approach to AI transparency that monitors and manipulates population-lev… | 18 | 1024 | active |
| DingXiaoH/RepVGG RepVGG is a PyTorch implementation of the VGG-style ConvNet architecture from the CVPR 2021 paper, achieving over 84% top-1 ImageNet accura… | 32 | 3478 | maintenance |
| aim-uofa/AdelaiDet AdelaiDet is an open-source Python toolbox built on Detectron2 that implements multiple instance-level detection and recognition algorithms… | 32 | 3478 | maintenance |
| google-deepmind/tree tree (dm-tree) is a Python library for working with nested data structures, generalizing the builtin map function to apply functions to lea… | 79 | 1022 | stable |
| open-mmlab/mmyolo MMYOLO is the OpenMMLab toolbox and benchmark for the YOLO series of object detection models, implemented on PyTorch. It provides unified i… | 23 | 3468 | maintenance |
| TencentARC/SEED-Voken SEED-Voken is a collection of visual tokenizers (Open-MAGVIT2 and IBQ) that convert images and videos into discrete tokens for autoregressi… | 48 | 1021 | active |
| yangxy/PASD PASD (Pixel-Aware Stable Diffusion) is a Python research codebase implementing an ECCV 2024 method for realistic image super-resolution and… | 28 | 1021 | active |
| JiahuiYu/generative_inpainting An open-source implementation of DeepFill v1/v2 generative image inpainting models, featuring Contextual Attention (CVPR 2018) and Gated Co… | 32 | 3466 | maintenance |
| tensorlayer/SRGAN Reference implementation of SRGAN, a generative adversarial network for photo-realistic single image super-resolution, built on TensorLayer… | 23 | 3466 | maintenance |
| TJU-DRL-LAB/AI-Optimizer AI-Optimizer is a deep reinforcement learning toolkit from TJU's DRL lab offering algorithm libraries spanning model-free, model-based, off… | 32 | 3465 | maintenance |
| ocropus-archive/DUP-ocropy OCRopy is a collection of Python-based tools for document analysis and OCR, covering binarization, page layout analysis, and text line reco… | 10 | 3465 | maintenance |
| fla-org/native-sparse-attention Efficient Triton kernel implementations of Native Sparse Attention (NSA), a hardware-aligned, natively trainable sparse attention mechanism… | 49 | 1020 | active |
| bxx2004/FUNGA FUNGA (Functional Gene Annotation Exploitation Platform) is an AI-powered web platform for mining gene functions, integrating cross-species… | 38 | 1020 | active |
| process-intelligence-solutions/pm4py PM4Py is an open-source Python library implementing state-of-the-art process mining algorithms for analyzing event logs and business proces… | 87 | 1019 | stable |
| XGenerationLab/XiYan-SQL XiYan-SQL is a multi-generator ensemble framework for converting natural language questions into SQL queries, achieving SOTA results on ben… | 59 | 1019 | active |
| zai-org/GLM-Image GLM-Image is an open-source image generation model combining a 9B autoregressive generator with a 7B diffusion decoder, excelling at text r… | 48 | 1019 | active |
| bowang-lab/U-Mamba U-Mamba is a hybrid CNN-state-space-model (Mamba) network for biomedical image segmentation, built on top of the nnU-Net framework. It comb… | 26 | 1019 | active |
| google/prompt-to-prompt Google's official implementation of the Prompt-to-Prompt paper, which enables text-driven image editing in Latent Diffusion and Stable Diff… | 10 | 3456 | maintenance |
| aklofas/kicad-happy A collection of AI coding agent skills that turn Claude Code, OpenAI Codex, and similar agents into KiCad electronics design assistants. It… | 81 | 1018 | active |
| scalanlp/breeze Breeze is a numerical processing library for Scala providing linear algebra, optimization, and statistical functionality. It is now mostly … | 52 | 3454 | maintenance |
| tensorflow/adanet AdaNet is a lightweight TensorFlow-based AutoML framework that automatically learns high-quality neural network architectures and ensembles… | 10 | 3454 | maintenance |
| facebookresearch/PyTorch-BigGraph PyTorch-BigGraph is a distributed system for learning embeddings of very large graph-structured data, scaling to billions of entities and t… | 10 | 3454 | maintenance |
| Vinyzu/Botright Botright is a Python browser automation framework built on Playwright that provides undetectable, fingerprint-changing stealth browsing. It… | 76 | 1017 | active |
| alex-petrenko/sample-factory Sample Factory is a high-throughput Python reinforcement learning library implementing synchronous and asynchronous policy gradient algorit… | 63 | 1017 | active |
| HobbitLong/SupContrast A PyTorch reference implementation of the Supervised Contrastive Learning paper (SupCon loss) that also supports SimCLR when labels are omi… | 32 | 3449 | maintenance |
| ShangtongZhang/DeepRL A modularized PyTorch implementation of popular deep reinforcement learning algorithms including DQN variants, PPO, DDPG, TD3, A2C, and Opt… | 23 | 3448 | maintenance |
| YingfanWang/PaCMAP PaCMAP is a Python library implementing Pairwise Controlled Manifold Approximation, a dimensionality reduction technique that preserves bot… | 87 | 1016 | stable |
| microsoft/Tutel Tutel is Microsoft's optimized Mixture-of-Experts (MoE) library for efficient training and inference of large language models, featuring dy… | 79 | 1016 | active |
| NVIDIA/cuda-tile CUDA Tile IR is an MLIR-based intermediate representation and compiler infrastructure for optimizing CUDA kernels with tile-based computati… | 82 | 1015 | active |
| Alpha-VLLM/Lumina-DiMOO Lumina-DiMOO is an open-source omni diffusion large language model that uses fully discrete diffusion to handle multimodal inputs and outpu… | 55 | 1015 | active |
| MeshAnything MeshAnything is an autoregressive transformer model that generates artist-created 3D meshes (up to 1600 faces in V2) aligned with a given s… | 31 | 1015 | active |
| fallenshock/FlowEdit Official PyTorch implementation of FlowEdit, an ICCV 2025 method for inversion-free, text-based editing of real images using pre-trained fl… | 66 | 1014 | active |
| addyosmani/bg-remove A React + Vite web application that removes image backgrounds entirely in the browser using Transformers.js with the RMBG-1.4 model (and op… | 22 | 1014 | active |
| deepseek-ai/DeepSeek-Math DeepSeekMath is a 7B open language model specialized in mathematical reasoning, initialized from DeepSeek-Coder and trained on 500B math-re… | 26 | 3436 | maintenance |
| clab/dynet DyNet is a C++ neural network toolkit with Python bindings, designed for efficient CPU/GPU training of networks with dynamic per-instance s… | 23 | 3436 | maintenance |
| EvolvingLMMs-Lab/Otter Otter is a multi-modal vision-language model built on OpenFlamingo, instruction-tuned on the MIMIC-IT dataset with image and video understa… | 21 | 3436 | maintenance |
| hezarai/hezar Hezar is an all-in-one Python AI library for the Persian language, covering NLP, speech recognition, OCR, and image captioning through a ta… | 78 | 1013 | active |
| dswah/pyGAM pyGAM is a Python library for building Generalized Additive Models (GAMs) with an emphasis on modularity and performance. Its API is design… | 77 | 1013 | active |
| Alpha-VLLM/Lumina-Image-2.0 Lumina-Image 2.0 is an open-source 2.6B-parameter text-to-image generation framework built on a unified Next-DiT architecture with a unifie… | 58 | 1013 | active |
| Soul-AILab/SoulX-FlashHead SoulX-FlashHead is a 1.3B-parameter framework for high-fidelity, infinite-length, real-time streaming talking-head portrait video generatio… | 53 | 1011 | active |
| cityflow-project/CityFlow CityFlow is an open-source microscopic traffic simulator designed as a multi-agent reinforcement learning environment for large-scale city … | 49 | 1011 | active |
| ownthink/Jiagu Jiagu is a Python library for Chinese natural language processing built on deep learning models trained on large-scale corpora. It provides… | 32 | 3425 | maintenance |
| microsoft/aurora Aurora is Microsoft's implementation of a deep learning foundation model for Earth system forecasting, predicting atmospheric variables lik… | 89 | 1010 | active |
| TensorSpeech/TensorFlowASR TensorFlowASR is a Python library implementing automatic speech recognition architectures such as DeepSpeech2, Jasper, RNN Transducer, Cont… | 66 | 1010 | active |
| SunOner/sunone_aimbot An AI-powered aimbot for first-person shooter games that uses YOLO object detection models (YOLOv8/v10/v12) with TensorRT/ONNX acceleration… | 65 | 1010 | active |
| thuml/Large-Time-Series-Model Official code, datasets, and checkpoints for Timer and Sundial, generative pre-trained Transformer foundation models for general time serie… | 58 | 1010 | active |
| sail-sg/EditAnything Edit Anything is a Python application for text-guided image editing and generation, combining Segment Anything, ControlNet, BLIP2, and Stab… | 33 | 3422 | maintenance |
| braintrustdata/autoevals Autoevals is a Python and TypeScript library for automatically evaluating AI model outputs using LLM-as-a-judge, heuristic, and statistical… | 85 | 1009 | active |
| wang-rui/phishguard-scaffold PhishGuard is a Python research framework that jointly performs phishing detection and dissemination control on social media using LLaMA-ba… | 47 | 1009 | active |
| 6-robot/wpr_simulation A Gazebo simulation package for the WPR series of wheeled mobile robots, designed for ROS Noetic on Ubuntu 20.04. It provides demo scenario… | 32 | 1009 | active |
| TRI-ML/prismatic-vlms Prismatic VLMs is a PyTorch-based codebase for training visually-conditioned language models (VLMs) with flexible vision backbones like CLI… | 25 | 1009 | active |
| waifu2x (nunif) waifu2x is an image super-resolution and noise-reduction tool for anime-style art (and photos) using deep convolutional neural networks, or… | 78 | 3418 | maintenance |
| hmmlearn/hmmlearn hmmlearn is a Python library providing algorithms for unsupervised learning and inference of Hidden Markov Models, with an API modeled on s… | 32 | 3416 | maintenance |
| shaoanlu/faceswap-GAN A Jupyter Notebook-based implementation of face swapping using a denoising autoencoder architecture enhanced with adversarial losses, VGGFa… | 32 | 3416 | maintenance |
| facebookresearch/Mask2Former Mask2Former is the official PyTorch implementation of the CVPR 2022 paper 'Masked-attention Mask Transformer for Universal Image Segmentati… | 10 | 3416 | maintenance |
| graspologic-org/graspologic graspologic is a Python package providing algorithms and utilities for graph (network) statistics, including embedding, clustering, matchin… | 76 | 1008 | active |
| neuralgcm/neuralgcm NeuralGCM is a Python library for building hybrid machine-learning/physics models of the Earth's atmosphere for weather and climate simulat… | 69 | 1008 | active |
| davidtvs/pytorch-lr-finder A PyTorch library implementing the learning rate range test from Leslie Smith's cyclical learning rates paper, including the fastai-tweaked… | 35 | 1008 | active |
| graspnet/graspnet-baseline The official baseline deep learning model for the GraspNet-1Billion benchmark, detecting dense 6-DoF grasp poses from point clouds of clutt… | 35 | 1008 | stable |
| makegirlsmoe/makegirlsmoe_web The React front-end for MakeGirlsMoe, a web app that generates anime character portraits using a GAN model. It provides the interactive UI … | 32 | 3414 | maintenance |
| shinkuan/Akagi Akagi is a real-time mahjong AI assistant desktop app (Rust + Tauri) that observes game connections from Mahjong Soul, Tenhou, Riichi City,… | 93 | 1007 | active |
| MeiGen-AI/PosterCraft PosterCraft is a unified framework for generating high-quality aesthetic posters, published as an ICLR 2026 paper. It provides model weight… | 48 | 1007 | active |
| pytorch/ELF ELF is an extensive, lightweight, and flexible C++/Python platform for game research, best known for ELF OpenGo, a full AlphaGoZero/AlphaZe… | 10 | 3411 | maintenance |