domain: machine-learning
3991 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| byjlw/video-analyzer A Python CLI tool that analyzes videos by extracting key frames, transcribing audio with Whisper, and describing content using vision LLMs … | 60 | 1559 | active |
| yeemachine/kalidokit KalidoKit is a TypeScript library that converts 3D landmark outputs from Mediapipe/Tensorflow.js face, pose, and hand tracking models into … | 49 | 5699 | maintenance |
| google-deepmind/bsuite bsuite (Behaviour Suite for Reinforcement Learning) is a collection of carefully-designed experiments from DeepMind that investigate core c… | 82 | 1555 | stable |
| kritiksoman/GIMP-ML GIMP-ML is a set of Python plugins that bring computer vision and deep learning models into the GNU Image Manipulation Program (GIMP). It p… | 23 | 1553 | active |
| ZeyueT/AudioX AudioX is a unified multimodal framework for anything-to-audio generation, producing audio and music conditioned on text, video, image, or … | 52 | 1552 | active |
| tianrun-chen/SAM-Adapter-PyTorch A PyTorch library that adapts Meta AI's Segment Anything Model (SAM, SAM2, SAM3) to underperforming downstream segmentation tasks using lig… | 67 | 1551 | active |
| fwilliams/point-cloud-utils Point Cloud Utils (pcu) is an easy-to-use Python library for processing and manipulating 3D point clouds and triangle meshes, built on C++ … | 52 | 1549 | active |
| vllm-project/guidellm GuideLLM is an SLO-aware benchmarking and evaluation platform for LLM inference deployments, simulating real-world workloads against OpenAI… | 90 | 1547 | active |
| nubank/fklearn fklearn is a Python machine learning library from Nubank that applies functional programming principles to build, validate, and deploy mode… | 89 | 1547 | active |
| waybarrios/vllm-mlx vllm-mlx is a vLLM-style LLM inference server for Apple Silicon Macs built on native MLX, exposing both OpenAI and Anthropic compatible API… | 82 | 1547 | active |
| Tencent/AngelSlim AngelSlim is a Python toolkit from Tencent for compressing large language models and related architectures (VLMs, diffusion, audio models) … | 72 | 1547 | active |
| mosaicml/streaming StreamingDataset is a Python library from MosaicML for fast, accurate streaming of training data from cloud object storage (S3, GCS, Azure,… | 70 | 1547 | active |
| KEV0143/Adaptive-forecasting-of-electricity-consumption-24-168-720-h-with-load-regime-conditioning An open-source tool for adaptive forecasting of hourly electricity consumption over 24, 168, and 720 hour horizons, using load regime condi… | 59 | 1545 | active |
| combust/mleap MLeap is a serialization format (Bundle.ML) and portable execution engine for machine learning pipelines, implemented in Scala with Python … | 95 | 1543 | active |
| facebookresearch/mmf MMF is a modular PyTorch framework for vision and language multimodal research from Facebook AI Research. It ships reference implementation… | 64 | 5633 | maintenance |
| google-ai-edge/model-explorer Model Explorer is a model graph visualizer and debugger from Google AI Edge that renders neural network graphs hierarchically with expandab… | 93 | 1542 | active |
| tensorflow/gnn TensorFlow GNN is a Python library for building Graph Neural Networks on TensorFlow, including a GraphTensor type for heterogeneous graphs,… | 66 | 1541 | active |
| KruxAI/ragbuilder RagBuilder is a Python toolkit that automatically builds an optimal, production-ready Retrieval-Augmented Generation (RAG) pipeline for you… | 35 | 1541 | active |
| RLHFlow/RLHF-Reward-Modeling A collection of training recipes for reward models used in RLHF, covering Bradley-Terry reward models, pairwise preference models, ArmoRM, … | 33 | 1541 | active |
| sobri909/LocoKit LocoKit is a Swift framework for iOS that combines Core Location and Core Motion recording with machine learning based activity type detect… | 29 | 1541 | active |
| MoonshotAI/Moonlight Moonlight is a 3B/16B Mixture-of-Experts LLM trained with the Muon optimizer, released by Moonshot AI along with a memory- and communicatio… | 36 | 1540 | active |
| alibaba/FederatedScope FederatedScope is a comprehensive federated learning platform built on PyTorch with an event-driven architecture. It provides convenient us… | 23 | 1540 | active |
| Arthur151/ROMP ROMP is a PyTorch-based library and pip-installable API (simple-romp) for real-time monocular multi-person 3D human mesh recovery, implemen… | 23 | 1538 | stable |
| google/tensorstore TensorStore is a C++ and Python library for reading and writing large multi-dimensional arrays with a uniform API across formats like zarr,… | 77 | 1536 | active |
| hi-primus/optimus Optimus is a Python library for agile data preparation that provides a unified API over pandas, Dask, cuDF, Dask-cuDF, Vaex, and PySpark. I… | 23 | 1536 | active |
| ARISE-Initiative/robomimic robomimic is a modular Python framework for robot learning from demonstration, providing standardized demonstration datasets and offline le… | 69 | 1535 | active |
| RightNow-AI/autokernel AutoKernel is an open-source autoresearch pipeline that takes any PyTorch model, profiles it to find GPU kernel bottlenecks, extracts them … | 48 | 1535 | active |
| Shawn-Shan/fawkes Fawkes is a privacy protection tool from University of Chicago researchers that adds imperceptible adversarial perturbations to photos to p… | 23 | 5595 | maintenance |
| K-Dense-AI/karpathy Karpathy is an open-source agentic Machine Learning Engineer that trains state-of-the-art ML models using the Claude Agent SDK and Google A… | 60 | 1532 | active |
| microsoft/vscode-jupyter A Visual Studio Code extension that provides Jupyter notebook support, interactive programming, and computing with language kernels, allowi… | 82 | 1530 | active |
| hustvl/LightningDiT LightningDiT is a research codebase for latent diffusion models implementing VA-VAE and LightningDiT, achieving FID 1.35 on ImageNet-256 wi… | 47 | 1529 | active |
| skforecast/skforecast Skforecast is a Python library for time series forecasting that turns any scikit-learn compatible estimator (LightGBM, XGBoost, CatBoost, K… | 95 | 1527 | active |
| tidymodels/broom broom is an R package that converts statistical model objects from 100+ modeling packages into tidy tibbles. It provides three verbs—tidy()… | 78 | 1525 | active |
| interpretml/DiCE DiCE is a Python library that generates diverse counterfactual explanations for any machine learning model, showing feature-perturbed versi… | 37 | 1525 | active |
| TransparentLC/realesrgan-gui A cross-platform graphical interface for the Real-ESRGAN AI image upscaler (with Real-CUGAN support), built in Python with tkinter. It wrap… | 59 | 1524 | active |
| keras-rl/keras-rl A Python library implementing state-of-the-art deep reinforcement learning algorithms (DQN, DDPG, SARSA, and more) that integrates seamless… | 23 | 5547 | maintenance |
| NirAharon/BoT-SORT BoT-SORT is a state-of-the-art multi-object tracker that combines motion and appearance information with camera motion compensation and an … | 32 | 1522 | active |
| o19s/elasticsearch-learning-to-rank An Elasticsearch plugin that integrates Learning to Rank (machine-learned relevance) into Elasticsearch. It stores feature query templates,… | 90 | 1521 | active |
| Tencent/TFace TFace is a research platform from Tencent Youtu Lab for trusty face analysis, covering face recognition, face security (anti-spoofing), fac… | 57 | 1521 | active |
| anishathalye/neural-style A Python command-line tool implementing the neural style transfer algorithm (Gatys et al.) in TensorFlow, applying the style of one image t… | 67 | 5541 | maintenance |
| allenzren/open-pi-zero An open-source re-implementation of the pi0 vision-language-action (VLA) model from Physical Intelligence, built on a pre-trained PaliGemma… | 25 | 1518 | active |
| microsoft/Mage Mage is a family of lightweight 4B-parameter multimodal models from Microsoft, including Mage-VL for image and video understanding and Mage… | 57 | 1516 | active |
| geomstats/geomstats Geomstats is an open-source Python package for computations, statistics, and machine learning on manifolds with geometric structures. It pr… | 67 | 1513 | active |
| ZFTurbo/Music-Source-Separation-Training A Python training framework for music source separation models, supporting many architectures such as MDX23C, Demucs, Band Split RoFormer, … | 83 | 1512 | active |
| decoderesearch/SAELens SAELens is a Python library for training sparse autoencoders (SAEs) on language model activations and analyzing them for mechanistic interp… | 88 | 1510 | active |
| NaiboWang/CommandlineConfig A Python library that lets users define experiment configurations as Python dicts or JSON and access parameters via dot notation, while all… | 23 | 1510 | active |
| azuwis/pianotrans A simple GUI wrapper and packaging for ByteDance's Piano Transcription with Pedals, a PyTorch system that converts piano audio recordings i… | 67 | 1509 | active |
| PrathamLearnsToCode/paper2code An agent skill for coding agents like Claude Code that converts an arXiv paper URL into a working Python implementation. It generates citat… | 48 | 1509 | active |
| kyutai-labs/hibiki Hibiki is a decoder-only model for streaming (simultaneous) speech-to-speech translation, built on the multistream Moshi architecture. It p… | 28 | 1509 | active |
| wb14123/seq2seq-couplet A deep learning project that generates Chinese couplets (对联) using a seq2seq model built with TensorFlow. It includes training scripts, a w… | 32 | 5487 | maintenance |
| sail-sg/envpool EnvPool is a C++-based batched environment pool with pybind11 bindings and a thread pool for high-performance parallel RL environment execu… | 94 | 1506 | active |
| sepandhaghighi/pycm PyCM is a Python library for computing multi-class confusion matrices and a wide range of per-class and overall evaluation statistics. It a… | 86 | 1506 | stable |
| Flashlight wav2letter++ is Facebook AI Research's end-to-end automatic speech recognition (ASR) toolkit written in C++. It has been consolidated into … | 62 | 5466 | maintenance |
| czczup/ViT-Adapter Official PyTorch implementation of ViT-Adapter, an ICLR 2023 Spotlight paper introducing a pre-training-free adapter that lets plain Vision… | 34 | 1503 | stable |
| charlesq34/pointnet Reference implementation of PointNet, a neural network architecture that directly consumes unordered 3D point clouds for classification and… | 32 | 5459 | maintenance |
| QwenAudio/Fun-ASR Fun-ASR is a family of open-source LLM-based end-to-end speech recognition models from Tongyi Lab, covering Chinese, dialects, accents, and… | 81 | 1496 | active |
| uccl-project/uccl UCCL is a high-performance GPU communication library written in C++ that provides collectives (as a drop-in NCCL/RCCL replacement), P2P tra… | 71 | 1496 | active |
| pygod-team/pygod PyGOD is a Python library for graph outlier detection (anomaly detection) built on PyTorch and PyTorch Geometric. It provides 10+ graph-bas… | 23 | 1496 | active |
| mattmireles/gemma-tuner-multimodal A Python tool for LoRA fine-tuning of Gemma 4 and 3n models on text, images, and audio using Apple Silicon's Metal Performance Shaders. It … | 62 | 1495 | active |
| huang-sir1/radiology-skills An open-source collection of 27 Claude/Codex 'skills' (modular rule files) for medical imaging research, covering radiomics, deep learning,… | 56 | 1495 | active |
| NJU-PCALab/STAR STAR is a research implementation of an ICCV 2025 paper performing real-world video super-resolution using spatial-temporal augmentation wi… | 34 | 1495 | active |
| ibab/tensorflow-wavenet A TensorFlow implementation of DeepMind's WaveNet generative neural network architecture for raw audio waveform generation. It provides tra… | 32 | 5428 | maintenance |
| open-thought/reasoning-gym Reasoning Gym is a Python library of procedural dataset generators and algorithmically verifiable reasoning environments for training LLMs … | 66 | 1494 | active |
| WecoAI/aideml AIDE ML is an open-source Python package implementing an LLM-driven agent that uses agentic tree search to autonomously write, debug, and i… | 65 | 1494 | active |
| open-mmlab/mmengine MMEngine is the foundational training engine library for OpenMMLab projects, providing a unified training loop, config system, registry, ho… | 71 | 1492 | active |
| beehive-lab/TornadoVM TornadoVM is a Java programming framework that JIT-compiles JVM bytecode into GPU kernels targeting NVIDIA CUDA, OpenCL, and Apple Metal at… | 97 | 1491 | active |
| google-deepmind/graph_nets DeepMind's library for building graph networks (graph neural networks) in TensorFlow and Sonnet, based on the 'Relational inductive biases,… | 32 | 5406 | maintenance |
| cheind/py-motmetrics py-motmetrics is a Python library for evaluating multiple object tracking (MOT) results with MOTChallenge-aligned CLEAR MOT, Identity, and … | 65 | 1487 | active |
| rail-berkeley/hil-serl HIL-SERL is a Python library suite for training reinforcement learning policies for precise robotic manipulation using human demonstrations… | 44 | 1487 | active |
| ekwek1/soprano Soprano is an ultra-lightweight 80M-parameter text-to-speech model and Python library for fast, expressive, high-fidelity speech synthesis … | 44 | 1486 | active |
| CUT3R/CUT3R CUT3R is the official PyTorch implementation of 'Continuous 3D Perception Model with Persistent State' (CVPR 2025 Oral), a stateful recurre… | 38 | 1486 | active |
| ModelOriented/DALEX DALEX (moDel Agnostic Language for Exploration and eXplanation) is a library for exploring, explaining, and visualizing the behavior of pre… | 64 | 1485 | active |
| k2-fsa/icefall Icefall is a collection of speech recognition (ASR) and TTS training recipes built on the k2 and lhotse libraries, implemented in Python wi… | 64 | 1482 | active |
| salesforce/CodeTF CodeTF is a Python transformer library for code large language models, providing unified interfaces for training, fine-tuning, and inferenc… | 10 | 1480 | active |
| alxndrTL/mamba.py A simple, readable pure-PyTorch (plus MLX) implementation of the Mamba state-space model architecture with a parallel scan for efficient tr… | 53 | 1478 | active |
| SciSharp/NumSharp NumSharp is a .NET library providing NumPy-shaped N-dimensional arrays with broadcasting, slicing views, dtype-aware math, and runtime-gene… | 92 | 1477 | active |
| Om-Alve/smolGPT A minimal pure-PyTorch implementation for training small GPT-style LLMs from scratch, featuring flash attention, RMSNorm, SwiGLU, RoPE, and… | 23 | 1475 | active |
| sb-ai-lab/LightAutoML LightAutoML (LAMA) is a Python framework for automatic machine learning model creation (AutoML) supporting tabular, time series, image, and… | 60 | 1472 | active |
| postgresml/korvus Korvus is an open-source search SDK that unifies the entire RAG pipeline—embedding generation, vector search, reranking, summarization, and… | 25 | 1472 | active |
| reczoo/FuxiCTR FuxiCTR is an open-source Python library for click-through rate (CTR) prediction built on PyTorch and TensorFlow. It offers a configurable,… | 77 | 1470 | active |
| Lightning-AI/lightning-thunder Lightning Thunder is a source-to-source deep learning compiler for PyTorch that optimizes models for training and inference. It provides a … | 72 | 1469 | active |
| code-kern-ai/refinery An open-source tool for scaling, assessing, and maintaining natural language training data, treating datasets like software artifacts. It p… | 23 | 1469 | active |
| QuantaAlpha/QuantaAlpha QuantaAlpha is an LLM-driven framework for mining quantitative alpha factors using a trajectory-based self-evolving paradigm. Users describ… | 56 | 1466 | active |
| hojonathanho/diffusion The official reference implementation of Denoising Diffusion Probabilistic Models (DDPM) from the 2020 paper by Jonathan Ho et al., written… | 32 | 5300 | maintenance |
| Meta-Harness Meta-Harness is a Python framework for automated end-to-end search over task-specific model harnesses — the code surrounding a fixed base L… | 56 | 1464 | active |
| yunjey/stargan Official PyTorch implementation of StarGAN, a unified generative adversarial network for multi-domain image-to-image translation (CVPR 2018… | 32 | 5296 | maintenance |
| microsoft/NeuralSpeech NeuralSpeech is a Microsoft Research Asia research repository containing implementations of neural speech processing models across ASR erro… | 32 | 1462 | active |
| Turing-Project/WriteGPT WriteGPT is a generative text-creation AI framework built on GPT-2 and other models (EAST, CRNN, BERT), fine-tuned to generate Chinese exam… | 23 | 5289 | maintenance |
| FeiYull/TensorRT-Alpha A C++/CUDA library providing TensorRT-accelerated deployment for 30+ popular computer vision models including YOLOv3-v8, YOLOv8-Pose/Seg/Cl… | 32 | 1460 | active |
| tensorflow/tpu A collection of reference models and tools for training machine learning models on Google Cloud TPUs, maintained as a public mirror by the … | 72 | 5278 | maintenance |
| facebookresearch/MobileLLM Meta's training code for MobileLLM, a family of sub-billion parameter language models optimized for on-device use, published at ICML 2024. … | 59 | 1459 | active |
| jax-md/jax-md JAX MD is a Python library for molecular dynamics simulations built on JAX, making them hardware accelerated on CPU, GPU, and TPU and end-t… | 86 | 1458 | active |
| robfiras/loco-mujoco LocoMuJoCo is an imitation learning benchmark for whole-body locomotion control built on MuJoCo, featuring humanoid, quadruped, and musculo… | 76 | 1453 | active |
| microsoft/KBLaM Official implementation of KBLaM, a method for augmenting pre-trained LLMs with external knowledge by encoding a knowledge base into contin… | 64 | 1451 | active |
| dleemiller/WordLlama WordLlama is a fast, lightweight Python NLP toolkit built on LLM token embeddings for tasks like similarity computation, ranking, fuzzy ded… | 49 | 1451 | active |
| dbolya/yolact YOLACT is a PyTorch implementation of a fully convolutional model for real-time instance segmentation, accompanying the YOLACT and YOLACT++… | 51 | 5241 | maintenance |
| zylo117/Yet-Another-EfficientDet-Pytorch A PyTorch re-implementation of Google's EfficientDet object detection model with pretrained weights matching near-SOTA accuracy at real-tim… | 23 | 5238 | maintenance |
| v-modal/vmodal_sdk_flutter VModal for Flutter is a Dart/Flutter SDK that adds multimodal video search (semantic, ASR, and OCR based) and streamed video uploads to And… | 57 | 1448 | active |
| amdegroot/ssd.pytorch A PyTorch implementation of the Single Shot MultiBox Detector (SSD) object detection model from the 2016 paper by Wei Liu et al. It include… | 32 | 5221 | maintenance |
| zama-ai/concrete-ml Concrete ML is a privacy-preserving machine learning library built on top of Zama's Concrete FHE compiler. It lets data scientists convert … | 69 | 1445 | active |