function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| lehaifeng/T-GCN A collection of research source code implementing Temporal Graph Convolutional Networks (T-GCN) and related variants for urban traffic flow… | 50 | 1781 | active |
| Simple-Efficient/RL-Factory RLFactory is a reinforcement learning post-training framework for training agentic LLM models, decoupling the environment from RL training … | 34 | 1780 | active |
| huchenlei/ComfyUI-layerdiffuse A ComfyUI custom node plugin implementing LayerDiffuse, enabling generation of transparent images with RGBA output and foreground/backgroun… | 29 | 1779 | active |
| HumanCompatibleAI/imitation A Python library providing clean PyTorch implementations of imitation and reward learning algorithms such as Behavioral Cloning, DAgger, GA… | 23 | 1779 | active |
| thu-ml/RoboticsDiffusionTransformer RDT-1B is a 1B-parameter diffusion foundation model for robot bimanual manipulation, pre-trained on 1M+ multi-robot episodes to predict rob… | 50 | 1778 | active |
| DataArcTech/DataArc-SynData-Toolkit DataArc SynData Toolkit is a Python-based synthetic data generation platform for creating customized LLM training data from local corpora, … | 57 | 1777 | active |
| Robbyant/lingbot-vla LingBot-VLA is a Vision-Language-Action foundation model for robot manipulation, pretrained on 20,000 hours of real-world dual-arm robot da… | 54 | 1777 | active |
| Totoro97/NeuS Official PyTorch implementation of NeuS, a neural implicit surface reconstruction method that learns SDF-based surfaces via volume renderin… | 32 | 1777 | stable |
| microsoft/MarS MarS is a financial market simulation engine powered by a generative foundation model, developed by Microsoft. It provides tools for simula… | 61 | 1776 | active |
| nsfw-filter/nsfw-filter A free, open-source, privacy-focused browser extension that blocks NSFW images using on-device AI classification with TensorFlow.js. It hid… | 85 | 1775 | active |
| nvidia-isaac/cuVSLAM cuVSLAM is NVIDIA's CUDA-accelerated library for real-time visual odometry and simultaneous localization and mapping (SLAM). It supports mu… | 82 | 1773 | active |
| google/budoux BudouX is a small, standalone, machine-learning-powered line break organizer that segments sentences into phrases for languages without wor… | 94 | 1772 | active |
| CalculatedContent/WeightWatcher WeightWatcher is an open-source Python diagnostic tool for analyzing pre-trained deep neural networks without access to training or test da… | 59 | 1772 | active |
| isnowfy/snownlp SnowNLP is a Python library for processing Simplified Chinese text, offering word segmentation, part-of-speech tagging, sentiment analysis,… | 32 | 6633 | maintenance |
| AkaliKong/MiniOneRec MiniOneRec is an open-source framework for generative recommendation built on large language models, covering the full pipeline of semantic… | 54 | 1770 | active |
| pondorasti/emojis A web application that generates custom Slack emojis from text prompts using AI image generation (SDXL emoji model) via Replicate. It is a … | 57 | 1768 | active |
| GPUOpen-LibrariesAndSDKs/FidelityFX-SDK AMD's FidelityFX SDK (FSR SDK) is a collection of heavily optimized GPU techniques for DirectX 12 and Vulkan applications, including super … | 84 | 1766 | active |
| GAP-LAB-CUHK-SZ/gaustudio GauStudio is a modular PyTorch framework for 3D Gaussian Splatting (3DGS) research and development, supporting novel view synthesis, 3D rec… | 49 | 1762 | active |
| levihsu/OOTDiffusion Official implementation of OOTDiffusion, a latent diffusion model for controllable virtual try-on that generates images of a person wearing… | 26 | 6586 | maintenance |
| shuyu-labs/BigBanana-AI-Director BigBanana AI Director is a self-hosted, industrial-grade AI platform for generating short dramas and motion comics end-to-end, from script … | 80 | 1761 | active |
| xinntao/ESRGAN ESRGAN (Enhanced SRGAN) is a PyTorch-based image super-resolution model that won the PIRM 2018 Challenge on Perceptual Super-Resolution. Th… | 32 | 6568 | maintenance |
| tsurumeso/vocal-remover A Python command-line tool that uses deep neural networks to separate vocals from instrumental tracks in songs. It includes pretrained mode… | 23 | 1757 | stable |
| SamsungSAILMontreal/TinyRecursiveModels Official codebase for the Tiny Recursive Model (TRM) paper, a recursive reasoning approach where a tiny 7M-parameter neural network iterati… | 10 | 6566 | maintenance |
| VAST-AI-Research/TripoSG TripoSG is an open-source image-to-3D generation foundation model that produces high-fidelity 3D meshes from single images using large-scal… | 27 | 1755 | active |
| High-Logic/Genie-TTS GENIE is a lightweight Python inference engine for the open-source GPT-SoVITS text-to-speech project, optimized for fast CPU-based speech s… | 61 | 1754 | active |
| webonnx/wonnx Wonnx is a GPU-accelerated ONNX inference runtime written entirely in Rust, built on wgpu and usable natively or in the browser via WebGPU … | 10 | 1754 | active |
| microsoft/mup The `mup` Python package implements Maximal Update Parametrization (μP) for PyTorch models, enabling optimal hyperparameters to remain stab… | 23 | 1753 | stable |
| google-research/text-to-text-transfer-transformer The official T5 library from Google Research, implementing the text-to-text transfer transformer for NLP tasks like summarization, question… | 64 | 6544 | maintenance |
| octo-models/octo Octo is an open-source generalist robot policy: a transformer-based diffusion policy pretrained on 800k robot trajectories from the Open X-… | 17 | 1751 | active |
| Stability-AI/StableCascade Official codebase for Stable Cascade, a text-to-image generation model built on the Würstchen architecture with a highly compressed latent … | 26 | 6540 | maintenance |
| parthsarthi03/raptor The official Python implementation of RAPTOR (Recursive Abstractive Processing for Tree-Organized Retrieval), a retrieval-augmented generat… | 25 | 1750 | active |
| maxbbraun/trump2cash A Python stock trading bot that watches Donald Trump's tweets, detects mentions of publicly traded companies, and uses sentiment analysis t… | 10 | 6534 | maintenance |
| m4rs-mt/ILGPU ILGPU is a just-in-time compiler for high-performance GPU programs (kernels) written in .NET languages like C# and F#, entirely in C# with … | 68 | 1748 | active |
| character-ai/Ovi Ovi is a video-plus-audio generation model from Character AI that simultaneously generates synchronized video and audio from text or text+i… | 40 | 1748 | active |
| codertimo/BERT-pytorch A PyTorch implementation of Google AI's 2018 BERT model with simple, readable code. It provides CLI tools for building vocabulary and pre-t… | 23 | 6527 | maintenance |
| Vchitect/VBench VBench is a comprehensive benchmark suite for evaluating video generative models across hierarchical evaluation dimensions, with prompt sui… | 61 | 1747 | active |
| CompVis/taming-transformers The official implementation of 'Taming Transformers for High-Resolution Image Synthesis' (CVPR 2021), combining a convolutional VQGAN codeb… | 32 | 6521 | maintenance |
| zhouhaoyi/Informer2020 The official PyTorch implementation of Informer, an efficient Transformer architecture for long sequence time-series forecasting that won t… | 44 | 6516 | maintenance |
| rusty1s/pytorch_scatter A PyTorch extension library providing highly optimized scatter and segment (sparse update) operations with sum, mean, min, and max reductio… | 61 | 1745 | stable |
| TencentARC/BrushNet BrushNet is the official PyTorch implementation of an ECCV 2024 plug-and-play image inpainting model that embeds pixel-level masked image f… | 25 | 1745 | active |
| deepseek-ai/TileKernels TileKernels is a Python library of optimized GPU kernels for LLM operations, written in the TileLang DSL. It provides kernels for MoE routi… | 49 | 1743 | active |
| kijai/ComfyUI-Florence2 A ComfyUI custom node plugin that runs Microsoft's Florence-2 vision-language model for image captioning, object detection, segmentation, a… | 60 | 1742 | active |
| auduno/clmtrackr clmtrackr is a JavaScript library for fitting facial models to faces in videos or images using Constrained Local Models with regularized la… | 23 | 6500 | maintenance |
| datastax/jvector JVector is an embedded approximate nearest neighbor (ANN) search engine for the JVM, implementing a graph index that merges HNSW's hierarch… | 89 | 1741 | active |
| magenta/magenta-realtime Magenta RealTime 2 (MRT2) is an open-weights model for real-time, interactive music generation controllable via text, MIDI, and audio. It s… | 73 | 1739 | active |
| openai/consistency_models Official PyTorch implementation of Consistency Models, a generative image model family from OpenAI supporting consistency distillation, con… | 10 | 6486 | maintenance |
| brainflow-dev/brainflow BrainFlow is a C/C++ core library with bindings for nine languages that provides a uniform SDK for acquiring, parsing, and analyzing data f… | 90 | 1738 | active |
| tile-ai/TileRT TileRT is a tile-based runtime for ultra-low-latency LLM inference, achieving hundreds to over 1000 tokens/s decode speeds on frontier mode… | 77 | 1738 | active |
| Xiaojiu-z/EasyControl EasyControl is the official implementation of an ICCV 2025 paper adding efficient and flexible conditional control to Diffusion Transformer… | 35 | 1737 | active |
| SHI-Labs/OneFormer OneFormer is a universal image segmentation framework (CVPR 2023) that unifies semantic, instance, and panoptic segmentation in a single tr… | 32 | 1736 | stable |
| google/automl Google Brain's AutoML repository containing implementations of AutoML models and libraries such as EfficientNet, EfficientNetV2, and Effici… | 10 | 6474 | maintenance |
| NimaNzrii/comfyui-photoshop A Photoshop plugin that integrates ComfyUI's AI image generation directly into the Photoshop workspace. It lets users run Stable Diffusion … | 71 | 1734 | active |
| decisionintelligence/TFB TFB is a comprehensive and fair benchmarking framework for time series forecasting methods, covering deep learning, machine learning, and s… | 68 | 1734 | active |
| alkaline-ml/pmdarima pmdarima is a Python statistical library that brings R's auto.arima functionality to Python, wrapping statsmodels ARIMA/SARIMAX models behi… | 63 | 1733 | active |
| facebookresearch/Kats Kats is a Python toolkit from Facebook's Infrastructure Data Science team for time series analysis, covering statistics, anomaly and change… | 67 | 6460 | maintenance |
| facebookresearch/multimodal TorchMultimodal is a PyTorch library from Meta for training state-of-the-art multimodal multi-task models at scale, covering both content u… | 77 | 1732 | active |
| Zaneham/Booth Booth is an open-source compiler that takes CUDA C, HIP, or Triton kernel source and emits binaries for AMD RDNA 2/3/4 GPUs, NVIDIA PTX, Te… | 77 | 1731 | active |
| cleverhans-lab/cleverhans CleverHans is a Python library for benchmarking machine learning systems' vulnerability to adversarial examples, providing reference implem… | 23 | 6450 | maintenance |
| NVIDIA/FasterTransformer NVIDIA's highly optimized C++/CUDA library for fast inference of Transformer-based models such as BERT, GPT, and encoder-decoder models, wi… | 23 | 6447 | maintenance |
| pupil-labs/pupil Pupil is an open source eye tracking platform consisting of applications (Pupil Capture, Player, Service) that work with Pupil Labs wearabl… | 67 | 1728 | active |
| mahmoodlab/CLAM CLAM is an open-source Python toolkit for data-efficient, weakly supervised classification of whole-slide images (WSIs) in computational pa… | 39 | 1728 | active |
| MultimediaTechLab/YOLO Official MIT-licensed implementation of the YOLOv9, YOLOv7, and YOLO-RD real-time object detection models, including pre-trained weights, t… | 56 | 1723 | active |
| facebookresearch/ConvNeXt Official PyTorch implementation of ConvNeXt, a pure convolutional neural network architecture from the CVPR 2022 paper 'A ConvNet for the 2… | 10 | 6416 | maintenance |
| meta-pytorch/tnt TNT (torchtnt) is a lightweight library from Meta providing tools and utilities for PyTorch training workflows. It offers building blocks f… | 76 | 1721 | active |
| One-2-3-45/One-2-3-45 One-2-3-45 is the official PyTorch implementation of a NeurIPS 2023 paper that converts any single image into a full 360-degree 3D textured… | 29 | 1718 | stable |
| VAST-AI-Research/UniRig UniRig is the official implementation of a SIGGRAPH 2025 framework that automatically rigs 3D models by predicting skeletons and skinning w… | 58 | 1717 | active |
| MaliosDark/wifi-3d-fusion WiFi-3D-Fusion is an open-source research project that estimates 3D human pose from WiFi CSI (Channel State Information) signals using deep… | 27 | 1716 | active |
| verlab/accelerated_features XFeat is a lightweight, fast learned keypoint detector and descriptor for local feature extraction and image matching, supporting both spar… | 16 | 1716 | active |
| cocodataset/cocoapi Official API for the COCO (Common Objects in Context) dataset, providing Matlab, Python, and Lua interfaces to load, parse, and visualize C… | 32 | 6384 | maintenance |
| AnswerDotAI/ModernBERT ModernBERT is the research repository for a modernized BERT-family bidirectional encoder trained on 2 trillion tokens with an 8192-token co… | 56 | 1713 | active |
| McGill-NLP/llm2vec LLM2Vec is a Python library that converts decoder-only large language models into powerful text encoders via bidirectional attention, maske… | 49 | 1712 | active |
| robin-shaun/XTDrone XTDrone is a customizable UAV simulation platform built on PX4, ROS, and Gazebo, supporting multi-rotors, fixed-wing, VTOL vehicles, and ot… | 48 | 1711 | active |
| feizc/FluxMusic FluxMusic is the official PyTorch implementation of a rectified flow Transformer model for text-to-music generation, from the paper 'Flux t… | 23 | 1711 | active |
| 4paradigm/OpenMLDB OpenMLDB is an open-source machine learning database that acts as a feature platform, computing consistent features for both offline traini… | 67 | 1710 | active |
| jakobrunge/tigramite Tigramite is a Python package for causal inference on time series data, providing causal discovery methods such as PCMCI, PCMCIplus, LPCMCI… | 51 | 1710 | active |
| omerbt/TokenFlow TokenFlow is the official PyTorch implementation of an ICLR 2024 paper for text-driven, temporally consistent video editing using a pre-tra… | 30 | 1708 | stable |
| numenta/nupic-legacy NuPIC is Numenta's open-source machine intelligence platform implementing Hierarchical Temporal Memory (HTM), a computational theory of the… | 23 | 6350 | maintenance |
| google-research/circuit_training AlphaChip (circuit_training) is Google's open-source framework for generating chip floorplans using distributed deep reinforcement learning… | 62 | 1706 | active |
| s60sc/ESP32-CAM_MJPEG2SD An ESP32/ESP32-S3 camera application that detects motion and records JPEG frames to SD card as AVI files, optionally with WAV audio from a … | 95 | 1705 | active |
| ethanjlimgit/android-action-kernel An open-source Python library that lets AI agents control native Android apps, enabling automation of mobile-first workflows like logistics… | 45 | 1704 | active |
| software-mansion/react-native-executorch React Native ExecuTorch is a declarative React Native library for running AI models on-device, powered by Meta's ExecuTorch runtime. It shi… | 88 | 1702 | active |
| zai-org/ImageReward ImageReward is the first general-purpose human preference reward model for text-to-image generation, trained on 137k expert comparison pair… | 52 | 1702 | stable |
| lsdefine/simple_GRPO A minimal (~200 lines) Python implementation of GRPO reinforcement learning for training LLMs to develop r1-like reasoning, built on PyTorc… | 44 | 1702 | active |
| iMoonLab/yolov13 Official PyTorch implementation of YOLOv13, a real-time object detection model family (Nano to X-Large) featuring Hypergraph-based Adaptive… | 32 | 1702 | active |
| PaddlePaddle/PaddleVideo PaddleVideo is a video understanding toolkit built on PaddlePaddle, offering state-of-the-art models for action recognition, temporal actio… | 26 | 1702 | active |
| AvaLovelace1/BrickGPT BrickGPT is the official implementation of an ICCV 2025 Best Paper approach that generates physically stable, buildable toy brick (LEGO) mo… | 57 | 1701 | active |
| sihyun-yu/REPA REPA is the official PyTorch implementation of the ICLR 2025 paper 'Representation Alignment for Generation', a regularization technique th… | 27 | 1700 | active |
| jiaweizzhao/GaLore GaLore is a PyTorch library implementing Gradient Low-Rank Projection for memory-efficient full-parameter training of large language models… | 25 | 1700 | active |
| micknoise/Maximilian Maximilian is a cross-platform C++ audio synthesis and signal processing (DSP) library with JavaScript bindings for Web Audio. It provides … | 23 | 1699 | active |
| kubeflow/katib Kubeflow Katib is a Kubernetes-native AutoML system for hyperparameter tuning, early stopping, and neural architecture search. It is ML-fra… | 71 | 1697 | stable |
| kyleskom/NBA-Machine-Learning-Sports-Betting A Python application that predicts NBA game winners and totals (over/under) using XGBoost and neural network models trained on historical t… | 66 | 1696 | active |
| BindsNET/bindsnet BindsNET is a Python package for simulating spiking neural networks (SNNs) built on PyTorch tensor functionality, running on CPUs or GPUs. … | 84 | 1695 | active |
| OpenMOSS/MOSS-Transcribe-Diarize MOSS-Transcribe-Diarize 0.9B is an open-source end-to-end audio understanding model that jointly performs multi-speaker speech transcriptio… | 58 | 1695 | active |
| stephansturges/WALDO WALDO is an open-source object detection model based on a YOLOv8 backbone, trained with a synthetic data pipeline to detect people, vehicle… | 32 | 1695 | active |
| NVlabs/InstantSplat InstantSplat is a research framework for photorealistic 3D scene reconstruction from extremely sparse image views using Gaussian Splatting,… | 33 | 1694 | active |
| tensorpack/tensorpack Tensorpack is a high-level neural network training interface built on graph-mode TensorFlow, focused on training speed and flexibility for … | 23 | 6286 | maintenance |
| mlrun/mlrun MLRun is an open-source MLOps and AI orchestration framework for building, training, deploying, and monitoring machine learning and generat… | 96 | 1692 | active |
| lucidrains/alphafold3-pytorch A PyTorch implementation of Google DeepMind's Alphafold 3 model for protein and molecular structure prediction. It is a research-oriented r… | 68 | 1691 | active |
| tensorly/tensorly TensorLy is a Python library for tensor learning, providing tensor decomposition, tensor algebra, and tensor regression with a simple API. … | 46 | 1691 | stable |
| openappsec/openappsec open-appsec is an open-source machine learning security engine that provides preemptive web application and API threat protection against O… | 99 | 1689 | active |