function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| google-deepmind/scalable_agent A TensorFlow implementation of IMPALA (Importance Weighted Actor-Learner Architectures) for scalable distributed deep reinforcement learnin… | 32 | 1029 | maintenance |
| mimno/Mallet MALLET (MAchine Learning for LanguagE Toolkit) is a Java-based package for statistical natural language processing, including document clas… | 85 | 1028 | maintenance |
| hyye/lio-mapping A C++/ROS implementation of tightly coupled 3D lidar-inertial odometry and mapping (LIO-mapping), published at ICRA 2019. It jointly optimi… | 32 | 1028 | maintenance |
| zepen/predict_Lottery_ticket A Python application that scrapes historical draw data for Chinese lotteries (双色球/Double Color Ball and 大乐透/Super Lotto) and trains deep le… | 77 | 1027 | maintenance |
| yuval-alaluf/hyperstyle Official PyTorch implementation of HyperStyle (CVPR 2022), a hypernetwork that inverts real images into editable regions of StyleGAN's late… | 32 | 1027 | maintenance |
| microsoft/Llama-2-Onnx Microsoft's optimized ONNX export of Meta's Llama 2 models (7B and 13B, pretrained and fine-tuned, float16/float32), distributed via Git su… | 28 | 1026 | maintenance |
| edvardHua/PoseEstimationForMobile A TensorFlow-based library implementing CPM and Hourglass models with MobileNetV2 inverted residual modules for real-time single-person hum… | 32 | 1024 | maintenance |
| lmb-freiburg/flownet2 A Caffe fork implementing FlowNet 2.0, a deep CNN for optical flow estimation from image pairs, released with the CVPR 2017 paper. It inclu… | 32 | 1024 | maintenance |
| dwofk/fast-depth FastDepth is the official PyTorch implementation of the ICRA 2019 paper 'FastDepth: Fast Monocular Depth Estimation on Embedded Systems' fr… | 32 | 1024 | maintenance |
| cxxnet ps-lite is a lightweight, efficient C++ implementation of the parameter server framework for distributed machine learning. It exposes simpl… | 10 | 1024 | maintenance |
| awslabs/multi-model-server Multi Model Server (MMS) is a tool for serving deep learning model inference over HTTP endpoints, supporting models from any ML/DL framewor… | 10 | 1024 | maintenance |
| turtlesoupy/this-word-does-not-exist A project that trains a GPT-2 variant to invent fake English words with generated definitions and example sentences, powering the thiswordd… | 71 | 1023 | maintenance |
| NaturalIntelligence/imglab ImgLab is a browser-based image annotation tool for labeling objects and landmark points to train object detectors like dlib. It supports m… | 76 | 1021 | maintenance |
| Gumpest/YOLOv5-Multibackbone-Compression A YOLOv5-based toolbox for swapping in lightweight or high-accuracy backbones (TPH-YOLOv5, GhostNet, ShuffleNetV2, MobileNetV3-Small, Effic… | 32 | 1020 | maintenance |
| neeru1207/AI_Sudoku A Python desktop application with a Tkinter GUI that extracts a Sudoku puzzle from a photo using OpenCV image processing and solves it. Dig… | 32 | 1020 | maintenance |
| tensorflow/similarity TensorFlow Similarity is a Python library built on TensorFlow for training and serving similarity and metric learning models, including sel… | 10 | 1020 | maintenance |
| bayesiains/nflows nflows is a comprehensive PyTorch library of normalizing flows for density estimation and generative modeling. It provides invertible trans… | 23 | 1019 | maintenance |
| brain-research/self-attention-gan A TensorFlow implementation of Self-Attention GANs for reproducing results from the paper 'Self-Attention Generative Adversarial Networks' … | 10 | 1019 | maintenance |
| wywu/LAB Official C++/Caffe implementation of the CVPR 2018 paper 'Look at Boundary: A Boundary-Aware Face Alignment Algorithm', which localizes fac… | 32 | 1018 | maintenance |
| EvgenyKashin/stylegan2-distillation A research implementation of the ECCV 2020 paper 'StyleGAN2 Distillation for Feed-forward Image Manipulation', distilling StyleGAN2 latent-… | 32 | 1018 | maintenance |
| RyanZotti/Self-Driving-Car A hobby project that turns a toy Ferrari into a self-driving car using a Raspberry Pi, a PS3 controller for data collection, and a locally-… | 32 | 1017 | maintenance |
| PRBonn/semantic_suma SuMa++ is a C++ implementation of efficient LiDAR-based semantic SLAM that builds 3D semantic maps from laser range scans, combining the Su… | 32 | 1016 | maintenance |
| facebookresearch/barlowtwins A PyTorch implementation of Barlow Twins, a self-supervised learning method that trains visual representations by reducing redundancy betwe… | 10 | 1016 | maintenance |
| dimensionalOS/dimos DimOS is a Python SDK and agent-native operating system for generalist robotics, letting users command humanoids, quadrupeds, and drones in… | 86 | 4460 | experimental |
| snap-research/NeROIC Official PyTorch implementation of NeROIC, a neural method for capturing 3D object geometry and material from online image collections and … | 32 | 1012 | maintenance |
| wpeebles/gangealing Official PyTorch implementation of GANgealing, a CVPR 2022 method that trains a Spatial Transformer to densely align images using GAN-gener… | 32 | 1012 | maintenance |
| tensorflow/neural-structured-learning Neural Structured Learning (NSL) is a TensorFlow framework for training neural networks with structured signals, either explicit graphs or … | 65 | 1011 | maintenance |
| PAIR-code/what-if-tool The What-If Tool (WIT) is a visual interface from Google's PAIR team for probing black-box classification and regression ML models without … | 62 | 1011 | maintenance |
| AMLab-Amsterdam/AttentionDeepMIL A PyTorch implementation of the paper 'Attention-based Deep Multiple Instance Learning' (Ilse, Tomczak & Welling, 2018). It provides code t… | 32 | 1011 | maintenance |
| kakaobrain/kogpt KakaoBrain's KoGPT, a Korean Generative Pre-trained Transformer (GPT) model with 6B parameters, distributed via Hugging Face with inference… | 23 | 1011 | maintenance |
| zju3dv/OnePose OnePose is the official PyTorch implementation of the CVPR 2022 paper 'One-Shot Object Pose Estimation without CAD Models'. It estimates th… | 32 | 1010 | maintenance |
| allegro/allRank allRank is a PyTorch-based framework for training neural learning-to-rank (LTR) models. It provides pointwise, pairwise, and listwise loss … | 32 | 1010 | maintenance |
| zhanghang1989/PyTorch-Multi-Style-Transfer A PyTorch implementation of MSG-Net and Gatys et al. neural style transfer for applying artistic styles to images in real time. It includes… | 23 | 1009 | maintenance |
| xiaoyufenfei/Efficient-Segmentation-Networks A PyTorch reference implementation collection of lightweight, real-time semantic segmentation models such as ENet, ERFNet, LEDNet, Fast-SCN… | 32 | 1008 | maintenance |
| naver/splade SPLADE is a research library from NAVER for training, indexing, and retrieval with sparse neural search models based on BERT. It learns spa… | 23 | 1008 | maintenance |
| PeterWang512/CNNDetection A PyTorch research codebase with pretrained models for detecting CNN-generated (GAN/synthetic) images, from the CVPR 2020 paper 'CNN-genera… | 32 | 1005 | maintenance |
| kevinzakka/spatial-transformer-network A TensorFlow implementation of Spatial Transformer Networks, a differentiable module that can be inserted into ConvNet architectures to add… | 32 | 1005 | maintenance |
| mileyan/pseudo_lidar Research code implementing Pseudo-LiDAR, a CVPR 2019 method that converts image-based depth maps into pseudo-LiDAR point clouds for 3D obje… | 32 | 1005 | maintenance |
| bubbliiiing/yolov8-pytorch A PyTorch implementation of the YOLOv8 object detection model with training, prediction, and evaluation scripts. It supports training on cu… | 21 | 1005 | maintenance |
| shaoshengsong/DeepSORT A C++ implementation of multi-object tracking (MOT) combining YOLOv5 object detection with DeepSORT and ByteTrack trackers. It uses ONNX Ru… | 32 | 1004 | maintenance |
| johannakarras/DreamPose Official PyTorch implementation of DreamPose, a Stable Diffusion-based model that synthesizes animated fashion videos from a single image a… | 30 | 1004 | maintenance |
| NATSpeech/NATSpeech A PyTorch framework for non-autoregressive text-to-speech (NAR-TTS), containing official implementations of PortaSpeech (NeurIPS 2021) and … | 23 | 1004 | maintenance |
| LeeSureman/Flat-Lattice-Transformer Reference implementation of the ACL 2020 paper FLAT: Chinese NER Using Flat-Lattice Transformer, built on PyTorch and FastNLP. It trains fl… | 32 | 1003 | maintenance |
| giotto-ai/giotto-tda giotto-tda is a high-performance Python toolbox for topological machine learning, built on top of scikit-learn. It provides tools for topol… | 23 | 1002 | maintenance |
| microsoft/nnfusion NNFusion is a flexible and efficient deep neural network (DNN) compiler that generates high-performance executables from model descriptions… | 23 | 1002 | maintenance |
| google-research/magvit Official JAX implementation of MAGVIT, a masked generative video transformer from a CVPR 2023 paper by Google Research and CMU. It provides… | 10 | 1001 | maintenance |
| openai/grok Research code accompanying the paper 'Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets' from OpenAI. It provides t… | 10 | 4261 | experimental |
| apple/ml-mgie MGIE (MLLM-Guided Image Editing) is Apple's research implementation of instruction-based image editing guided by multimodal large language … | 26 | 3873 | experimental |
| llSourcell/Doctor-Dignity Doctor Dignity is a fine-tuned Llama2 7B model that can pass the US Medical Licensing Exam, built with PyTorch, Transformers, TRL, and ONNX… | 28 | 3822 | experimental |
| aily blockly Aily Blockly is an AI-assisted Blockly-based IDE for hardware development supporting 100+ boards including Arduino, ESP32, STM32, RP2040, a… | 85 | 3807 | experimental |
| 0hq/WebGPT WebGPT is a vanilla JavaScript and HTML implementation of GPT transformer inference running in the browser via WebGPU, in under ~1500 lines… | 30 | 3793 | experimental |
| MoonshotAI/Attention-Residuals Official implementation of Attention Residuals (AttnRes), a drop-in replacement for standard residual connections in Transformers that lets… | 47 | 3498 | experimental |
| xjdr-alt/entropix Entropix is a research project implementing entropy-based sampling and parallel chain-of-thought decoding for large language models, aiming… | 22 | 3432 | experimental |
| lucidrains/musiclm-pytorch A PyTorch library implementing MusicLM, Google's text-to-music generation model, by combining text-conditioned AudioLM with MuLan, a text-a… | 22 | 3293 | experimental |
| enhuiz/vall-e An unofficial PyTorch implementation of the VALL-E text-to-speech audio language model, built on the EnCodec tokenizer. It provides trainin… | 31 | 2976 | experimental |
| Everlyn-Labs/Everlyn-1 Everlyn-1 is an open autoregressive foundational video AI model from Everlyn Labs, accompanied by research on video compression/tokenizatio… | 22 | 2892 | experimental |
| openai/weak-to-strong OpenAI's research codebase implementing weak-to-strong generalization experiments from their alignment paper, where a strong pretrained mod… | 10 | 2552 | experimental |
| test-time-training/ttt-video-dit Official PyTorch implementation of 'One-Minute Video Generation with Test-Time Training', which finetunes the CogVideoX 5B diffusion transf… | 50 | 2451 | experimental |
| Nutlope/llama-ocr An npm library that performs OCR by sending images to Llama 3.2 Vision models via Together AI and returns structured Markdown. It supports … | 63 | 2432 | experimental |
| AIGCDesignGroup/ReplaceAnything ReplaceAnything is a research project from Alibaba's Institute for Intelligent Computing for ultra-high quality content replacement in imag… | 26 | 2426 | experimental |
| facebookresearch/large_concept_model Official PyTorch implementation of Meta's Large Concept Models (LCM), which perform language modeling by autoregressively predicting senten… | 23 | 2376 | experimental |
| dvmazur/mixtral-offloading A Python library enabling efficient inference of Mixtral-8x7B mixture-of-experts language models on limited hardware like Google Colab or c… | 26 | 2334 | experimental |
| google/tangent Tangent is a Python library for automatic differentiation that works by source-to-source transformation: it reads your Python function's so… | 10 | 2328 | experimental |
| lllyasviel/LayerDiffuse LayerDiffuse is a research project that generates transparent images and image layers using diffusion models with latent transparency. It p… | 25 | 2221 | experimental |
| MineDojo/NitroGen NitroGen is an open foundation model for generalist gaming agents that takes pixel input from games and predicts gamepad actions, trained v… | 44 | 2174 | experimental |
| Sumandora/remove-refusals-with-transformers A proof-of-concept Python script that removes refusal behavior from LLMs by ablating the refusal direction using pure Hugging Face Transfor… | 48 | 2170 | experimental |
| YiVal/YiVal YiVal is an open-source Python framework that automatically tunes prompts, RAG configurations, and model parameters for generative AI appli… | 19 | 2133 | experimental |
| JiauZhang/DragGAN A Python implementation of DragGAN, a research method for interactively manipulating generated images by dragging points on the generative … | 29 | 2128 | experimental |
| etched-ai/open-oasis Inference code and model weights for Oasis 500M, an interactive world model from Decart and Etched that generates gameplay video autoregres… | 22 | 2128 | experimental |
| QwenLM/Qwen-Image-Layered Qwen-Image-Layered is a diffusion-based model and pipeline that decomposes an input image into multiple independently editable RGBA layers.… | 42 | 2088 | experimental |
| deepklarity/jupyter-text2code A proof-of-concept Jupyter Notebook extension that converts English queries into relevant Python code using sentence embedding models. It s… | 53 | 2081 | experimental |
| hyperspaceai/agi Hyperspace AGI is an experimental peer-to-peer network where autonomous AI agents collaboratively train language models and share research … | 82 | 2036 | experimental |
| PhyAgentOS/PhyAgentOS-core PhyAgentOS is a self-evolving embodied AI operating system built on agentic workflows, providing a session-centered runtime that decouples … | 60 | 2019 | experimental |
| lucidrains/make-a-video-pytorch A PyTorch library implementing Make-A-Video, Meta AI's text-to-video generation approach, built around pseudo-3d (axial) convolutions and s… | 23 | 1987 | experimental |
| browser-use/macOS-use A Python library that lets LLM-powered AI agents control and interact with any macOS application via the accessibility layer, from the make… | 25 | 1979 | experimental |
| ShieldMnt/invisible-watermark A Python library and command line tool for embedding and decoding invisible (blind) image watermarks that do not require the original image… | 23 | 1974 | experimental |
| Lightricks/LTX-Desktop LTX Desktop is an open-source desktop application for generating videos with Lightricks' LTX generative video models, either locally on sup… | 82 | 1962 | experimental |
| photonixapp/photonix Photonix is a self-hosted, web-based photo management server built with Django and React. It ingests your photo collection and enables smar… | 65 | 1954 | experimental |
| lucidrains/gigagan-pytorch A PyTorch implementation of GigaGAN, Adobe's state-of-the-art generative adversarial network for text-to-image and unconditional image synt… | 21 | 1943 | experimental |
| chelsea0x3b/dfdx A Rust deep learning library providing shape-checked tensors and neural network building blocks with compile-time verification of tensor op… | 23 | 1933 | experimental |
| matthewearl/deep-anpr An experimental Python project that uses neural networks (TensorFlow) to build an automatic number plate recognition (ANPR) system. It incl… | 32 | 1857 | experimental |
| Continual-Intelligence/SEAL SEAL (Self-Adapting LLMs) is a research framework from MIT CSAIL that trains language models via reinforcement learning to generate their o… | 34 | 1852 | experimental |
| rentruewang/aioway Aioway is an optimizing compiler for deep learning algorithms that treats ML models as instructions and builds declarative pipelines using … | 77 | 1824 | experimental |
| Standard-Intelligence/hertz-dev Hertz-dev is an open-source 8.5B parameter autoregressive base model for full-duplex conversational audio, released by Standard Intelligenc… | 22 | 1801 | experimental |
| IliasHad/edit-mind Edit Mind is a local-first video knowledge base that indexes video libraries with multi-modal AI analysis (Whisper transcription, YOLO obje… | 76 | 1799 | experimental |
| magic-research/magic-edit MagicEdit is a research implementation of a diffusion-based video editing model from ByteDance that disentangles appearance and motion for … | 10 | 1790 | experimental |
| LoopKit/Loop Loop is an open-source iOS app template for building an automated insulin delivery (AID) system for people with type 1 diabetes. It integra… | 79 | 1717 | experimental |
| deepseek-ai/DeepSeek-V3.2-Exp DeepSeek-V3.2-Exp is an experimental open-weight large language model release that introduces DeepSeek Sparse Attention for more efficient … | 40 | 1644 | experimental |
| Anything-of-anything/Anything-3D Anything-3D is a Python research project that combines Meta's Segment Anything model with a series of 3D models (3DFuse, Zero 1-to-3, NeRF,… | 30 | 1633 | experimental |
| Ildaron/Laser_control An open-source hardware and software project that uses a camera, deep learning object detection (Darknet/YOLO via OpenCV), and galvanometer… | 66 | 1609 | experimental |
| EvolvingLMMs-Lab/open-r1-multimodal A fork of Hugging Face's open-r1 that extends the R1 GRPO reinforcement learning training paradigm to multimodal (vision-language) models l… | 23 | 1603 | experimental |
| lyuchenyang/Macaw-LLM Macaw-LLM is a multi-modal language modeling framework that integrates image, video, audio, and text data, built on CLIP, Whisper, and LLaM… | 29 | 1591 | experimental |
| lichao-sun/Mora Mora is an open-source multi-agent framework for generalist video generation, using multiple collaborative visual AI agents to replicate ca… | 25 | 1591 | experimental |
| fedden/poker_ai An open-source Python implementation of a Texas Hold'em poker AI based on Counterfactual Regret Minimization (CFR), inspired by Pluribus. I… | 10 | 1587 | experimental |
| ali-vilab/composer Official implementation of Composer, a 5-billion-parameter controllable diffusion model for creative image synthesis using composable condi… | 31 | 1557 | experimental |
| AnswerDotAI/fsdp_qlora A training script/library from Answer.AI that combines QLoRA (quantized LoRA) with PyTorch FSDP to fine-tune large language models like Lla… | 26 | 1549 | experimental |
| KUR-creative/SickZil-Machine SickZil-Machine is a desktop application that automates text removal from manga and comic pages during the scanlation (translation) process… | 23 | 1524 | experimental |
| graphdeco-inria/hierarchical-3d-gaussians Official implementation of the SIGGRAPH 2024 paper 'A Hierarchical 3D Gaussian Representation for Real-Time Rendering of Very Large Dataset… | 35 | 1462 | experimental |
| obsei/obsei Obsei is an open-source, low-code, AI-powered automation framework for text analysis workflows. It collects unstructured data from sources … | 52 | 1425 | experimental |
| test-time-training/ttt-lm-pytorch Official PyTorch implementation of Test-Time Training (TTT) layers, a sequence modeling layer with linear complexity whose hidden state is … | 24 | 1397 | experimental |