function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| Turbo1123/roubao Roubao is an open-source AI phone automation assistant for Android, built natively in Kotlin and powered by vision-language models. It runs… | 53 | 2325 | active |
| labmlai/labml A Python library for tracking and monitoring deep learning experiments, with a self-hostable server app for viewing metrics and hardware us… | 30 | 2325 | active |
| facebookresearch/schedule_free A PyTorch library implementing schedule-free optimizers (SGD, AdamW, RAdam variants) that remove the need for learning rate schedules or sp… | 67 | 2323 | active |
| PKU-YuanGroup/MoE-LLaVA MoE-LLaVA is an open-source Mixture-of-Experts based sparse large vision-language model, released with the MoE-Tuning training strategy fro… | 31 | 2322 | active |
| Cadene/pretrained-models.pytorch A Python library providing pretrained ConvNet models (ResNet, ResNeXt, InceptionV4, Xception, NASNet, SENet, DPN, etc.) for PyTorch behind … | 32 | 9099 | maintenance |
| iver56/audiomentations Audiomentations is a Python library for audio data augmentation with an API inspired by albumentations. It provides fast CPU-based waveform… | 67 | 2314 | stable |
| SkyworkAI/Matrix-Game Matrix-Game is Skywork AI's open-source series of interactive world foundation models that generate real-time, streaming video in response … | 52 | 2314 | active |
| facebookresearch/ImageBind A PyTorch library from Meta AI implementing ImageBind, a model that learns a joint embedding space across six modalities: images, text, aud… | 54 | 9064 | maintenance |
| ALOHA ALOHA is an open-source hardware and software system for low-cost bimanual robot teleoperation and demonstration data collection, built on … | 31 | 2310 | active |
| IDEA-Research/detrex detrex is an open-source PyTorch-based research platform and toolbox for DETR-style Transformer detection algorithms, built on top of Detec… | 41 | 2306 | active |
| apache/mahout Apache Mahout is an Apache Software Foundation project providing Qumat, a high-level Python library for quantum computing with a unified AP… | 86 | 2304 | active |
| frgfm/torch-cam TorchCAM is a Python library that extracts class activation maps (CAMs) from PyTorch CNN classifiers, supporting many CAM variants such as … | 72 | 2304 | active |
| YvanYin/Metric3D Metric3D is the official PyTorch implementation of Metric3Dv1 and Metric3Dv2, monocular geometric foundation models that predict metric dep… | 33 | 2302 | active |
| XiaomiMiMo/MiMo Xiaomi's MiMo is a 7B-parameter reasoning language model trained from pretraining through posttraining with reinforcement learning, release… | 30 | 2299 | active |
| NVlabs/nvdiffrec nvdiffrec is NVIDIA's official implementation of a CVPR 2022 oral paper that jointly optimizes triangular 3D meshes, PBR materials, and lig… | 76 | 2296 | stable |
| emgucv/emgucv Emgu CV is a cross-platform .NET wrapper for the OpenCV image processing library, allowing OpenCV functions to be called from .NET-compatib… | 74 | 2294 | active |
| OpenHelix-Team/VLA-Adapter VLA-Adapter is the official implementation of a tiny-scale vision-language-action model that bridges vision-language representations to rob… | 50 | 2294 | active |
| UZ-SLAMLab/ORB_SLAM3 ORB-SLAM3 is a real-time SLAM library supporting Visual, Visual-Inertial, and Multi-Map SLAM with monocular, stereo, and RGB-D cameras usin… | 23 | 8986 | maintenance |
| mflux-community/mflux MFLUX is a native MLX implementation of state-of-the-art generative image and video models (Flux, Qwen-Image, Z-Image, and others), ported … | 90 | 2291 | active |
| traveller59/spconv SpConv is a spatially sparse convolution library for deep learning on 3D point clouds and sparse tensors, distributed as PyPI packages with… | 32 | 2291 | active |
| huggingface/picotron Picotron is a minimalist, hackable distributed training framework for pre-training Llama-like large language models using 4D parallelism (d… | 40 | 2289 | active |
| benedekrozemberczki/karateclub Karate Club is a Python library of unsupervised machine learning algorithms for graph-structured data, built as an extension of NetworkX. I… | 23 | 2286 | stable |
| sqliteai/warp WARP is a dependency-free, embeddable C inference engine that runs trillion-parameter mixture-of-experts models like Kimi K3 by streaming a… | 80 | 2284 | active |
| codeplea/genann Genann is a minimal, well-tested C99 library for training and running feedforward artificial neural networks. It is contained in a single s… | 97 | 2280 | stable |
| fairlearn/fairlearn Fairlearn is a Python package for assessing and mitigating fairness issues in machine learning models. It provides fairness metrics for eva… | 84 | 2277 | active |
| feature-engine/feature_engine Feature-engine is a Python library for feature engineering and feature selection with transformers that follow scikit-learn's fit/transform… | 86 | 2272 | stable |
| Liuziyu77/Visual-RFT Official research code for Visual-RFT and Visual-ARFT, applying GRPO-based reinforcement fine-tuning with rule-based verifiable rewards to … | 42 | 2271 | active |
| aixcoder-plugin/aiXcoder-7B Official repository for aiXcoder-7B, an open-weights 7B-parameter code large language model trained on 1.2T tokens for code completion, gen… | 29 | 2271 | active |
| OlafenwaMoses/ImageAI ImageAI is a Python library that lets developers add computer vision capabilities like image classification, object detection, and video ob… | 23 | 8877 | maintenance |
| OpenDCAI/DataFlex DataFlex is a data-centric training framework built on LLaMA-Factory that dynamically schedules LLM training data during optimization. It p… | 67 | 2270 | active |
| aigc-apps/EasyAnimate EasyAnimate is an end-to-end Python pipeline for high-resolution, long video and image generation based on transformer diffusion (DiT) mode… | 20 | 2270 | active |
| 666DZY666/micronet micronet is a Python library for deep neural network model compression and deployment built on PyTorch. It provides quantization (QAT, PTQ,… | 41 | 2266 | active |
| ashawkey/stable-dreamfusion A PyTorch implementation of Dreamfusion that generates 3D models from text prompts or images using NeRF combined with Stable Diffusion guid… | 23 | 8854 | maintenance |
| ermig1979/Simd Simd Library is a free open-source C++ image processing and machine learning library with a C API and Python wrapper. Its algorithms are ha… | 98 | 2265 | active |
| qhjqhj00/MemoRAG MemoRAG is a Python RAG framework that uses a super-long memory model to build a global understanding of an entire corpus (up to ~1M tokens… | 43 | 2265 | active |
| yemount/pose-animator Pose Animator is a browser-based tool that animates 2D SVG vector characters in real time using pose and face keypoints detected by PoseNet… | 32 | 8852 | maintenance |
| hkchengrex/MMAudio MMAudio is a PyTorch-based model for generating synchronized audio from video and/or text inputs, using multimodal joint training across au… | 43 | 2264 | active |
| radixark/miles Miles is an open-source, enterprise-grade reinforcement learning framework for large-scale LLM and VLM post-training, forked from and co-ev… | 72 | 2263 | active |
| nv-tlabs/lyra Project Lyra is NVIDIA's open series of generative 3D world models, including Lyra 1.0 for feed-forward 3D/4D scene generation from a singl… | 59 | 2262 | active |
| aws/sagemaker-python-sdk The SageMaker Python SDK is an open-source Python library for training and deploying machine learning models on Amazon SageMaker. It suppor… | 95 | 2261 | active |
| opendatalab/DocLayout-YOLO DocLayout-YOLO is a real-time YOLO-v10-based model for detecting document layout elements (text blocks, tables, figures, etc.) in diverse d… | 29 | 2258 | active |
| RosettaCommons/RoseTTAFold RoseTTAFold is the official implementation of a deep learning system for predicting protein structures and interactions using a three-track… | 23 | 2258 | stable |
| stepfun-ai/gelab-zero GELab-Zero is an open-source GUI agent framework for mobile devices, combining a 4B vision-language model (GELab-Zero-4B) with engineering … | 52 | 2257 | active |
| skfolio/skfolio skfolio is a Python library for portfolio optimization, factor model construction, and risk management built on top of scikit-learn. It pro… | 93 | 2256 | active |
| stepfun-ai/Step1X-Edit Step1X-Edit is an open-source state-of-the-art instruction-based image editing model from StepFun, designed to rival closed-source editors … | 55 | 2256 | active |
| LAION-AI/CLAP CLAP (Contrastive Language-Audio Pretraining) is a Python library from LAION that learns joint audio and text embeddings using contrastive … | 42 | 2256 | stable |
| THU-MIG/yoloe YOLOE is the official PyTorch implementation of an open-vocabulary object detection and segmentation model presented at ICCV 2025. It unifi… | 32 | 2256 | active |
| xbpeng/MimicKit MimicKit is a lightweight Python framework providing a suite of motion imitation methods (DeepMimic, AMP, ASE, AWR, and others) for trainin… | 56 | 2254 | active |
| fishaudio/Bert-VITS2 Bert-VITS2 is a text-to-speech model implementation combining the VITS2 architecture with multilingual BERT embeddings, written in Python. … | 63 | 8796 | maintenance |
| CoinCheung/pytorch-loss A PyTorch library providing a collection of loss functions (focal loss, triplet loss, AMSoftmax, label-smooth CE, dice loss, lovasz-softmax… | 32 | 2252 | active |
| TuringLang/Turing.jl Turing.jl is a probabilistic programming library in Julia for Bayesian inference. Models are defined with an @model macro resembling mathem… | 95 | 2251 | active |
| facebookresearch/fvcore fvcore is a lightweight Python core library providing common functionality shared across FAIR's computer vision frameworks such as Detectro… | 76 | 2250 | stable |
| Alpha-VLLM/Lumina-T2X Lumina-T2X is a unified framework for text-to-any-modality generation built on flow-based large diffusion transformers. It supports generat… | 28 | 2250 | active |
| TEN-framework/ten-vad TEN VAD is a lightweight, low-latency voice activity detection library with an ONNX model for real-time speech detection. It supports C, Py… | 50 | 2248 | active |
| azavea/raster-vision Raster Vision is an open source Python library and low-code framework for building computer vision models on satellite, aerial, and other l… | 61 | 2240 | active |
| GalTransl/GalTransl GalTransl is an automated translation tool for visual novels (galgames) that leverages large language models like GPT-4, Claude, Deepseek, … | 84 | 2239 | active |
| Accenture/AmpliGraph AmpliGraph is a Python library built on TensorFlow 2 for representation learning on knowledge graphs. It provides neural models (TransE, Di… | 84 | 2238 | active |
| facebookresearch/fairchem FAIR Chemistry's centralized Python library of machine learning models, datasets, and applications for materials science and quantum chemis… | 99 | 2231 | active |
| microsoft/LLaVA-Med LLaVA-Med is a large language-and-vision assistant fine-tuned for the biomedicine domain, built on the LLaVA multimodal architecture. It su… | 40 | 2231 | active |
| NVIDIA/vid2vid A PyTorch implementation of NVIDIA's video-to-video synthesis method for generating high-resolution (e.g., 2048x1024) photorealistic videos… | 32 | 8692 | maintenance |
| facebookresearch/DiT Official PyTorch implementation of Diffusion Transformers (DiT) from the paper 'Scalable Diffusion Models with Transformers', including mod… | 10 | 8689 | maintenance |
| Tongyi-MAI/MAI-UI Qwen-UI-Agent (MAI-UI) is a foundation GUI agent model from Alibaba's Tongyi-MAI team that unifies mobile, desktop, browser, and deep-resea… | 60 | 2228 | active |
| apple/ml-ferret Apple's Ferret, an end-to-end multimodal large language model (MLLM) that accepts any-form referring and grounds anything in its responses,… | 27 | 8674 | maintenance |
| rapidsai/cugraph cuGraph is NVIDIA's RAPIDS collection of GPU-accelerated graph analytics libraries, offering Python, C, and C++ APIs for building graphs an… | 94 | 2225 | active |
| NVlabs/MambaVision MambaVision is NVIDIA's official PyTorch implementation of a hybrid Mamba-Transformer vision backbone, published at CVPR 2025. It provides … | 49 | 2224 | active |
| ellisdg/3DUnetCNN A PyTorch library for building, training, and applying 3D U-Net convolutional neural networks for medical image segmentation. It provides c… | 45 | 2224 | active |
| floneum/kalosm Kalosm is a Rust ecosystem of crates providing simple interfaces for running pre-trained language, audio, and image models locally or remot… | 64 | 2223 | active |
| vortexgpgpu/vortex Vortex is a full-stack open-source RISC-V GPGPU supporting OpenCL, with configurable cores, warps, and threads, plus graphics and tensor co… | 81 | 2220 | active |
| ahmedfgad/GeneticAlgorithmPython PyGAD is an open-source Python 3 library for implementing the genetic algorithm to optimize single- and multi-objective problems. It can al… | 80 | 2220 | active |
| DerwenAI/pytextrank PyTextRank is a Python implementation of TextRank and related textgraph algorithms (PositionRank, Biased TextRank, TopicRank) as a spaCy pi… | 63 | 2218 | active |
| lifeiteng/vall-e An unofficial PyTorch implementation of VALL-E, a zero-shot text-to-speech model that treats TTS as a conditional language modeling task ov… | 40 | 2215 | active |
| aigc-apps/VideoX-Fun VideoX-Fun is a Python-based video generation pipeline built on Diffusion Transformer models (CogVideoX-Fun, Wan-Fun) that generates videos… | 67 | 2210 | active |
| DigitalPhonetics/IMS-Toucan IMS Toucan is a PyTorch-based toolkit for training and running state-of-the-art, controllable text-to-speech synthesis, home of the massive… | 63 | 2207 | active |
| openpnp/openpnp OpenPnP is open source software (with accompanying hardware designs) for controlling SMT pick and place machines used in PCB assembly. It c… | 81 | 2205 | active |
| RubixML/ML Rubix ML is a high-level open-source machine learning and deep learning library for PHP, offering 40+ supervised and unsupervised algorithm… | 99 | 2204 | active |
| NovaSky-AI/SkyRL SkyRL is a modular full-stack reinforcement learning library for post-training large language models, combining a training framework (skyrl… | 80 | 2201 | active |
| thuml/iTransformer Official PyTorch implementation of iTransformer, an ICLR 2024 Spotlight paper that inverts the Transformer architecture for multivariate ti… | 41 | 2200 | stable |
| kijai/ComfyUI-LivePortraitKJ ComfyUI custom nodes that integrate the LivePortrait face animation and retargeting model, supporting image-to-video, video-to-video, and n… | 23 | 2200 | active |
| lucidrains/lion-pytorch A PyTorch implementation of the Lion optimizer (Evolved Sign Momentum), discovered by Google Brain via genetic algorithms and claimed to ou… | 62 | 2199 | active |
| kubeflow/trainer Kubeflow Trainer is a Kubernetes-native platform for distributed AI model training and LLM fine-tuning across frameworks like PyTorch, JAX,… | 95 | 2198 | active |
| NX-AI/xlstm Official PyTorch implementation of xLSTM, an extended Long Short-Term Memory recurrent architecture with exponential gating and matrix memo… | 59 | 2198 | active |
| TransWithAI/Faster-Whisper-TransWithAI-ChickenRice A high-performance audio/video transcription and translation application built on Faster Whisper, optimized for Japanese-to-Chinese transla… | 77 | 2196 | active |
| Esri/arcgis-python-api The ArcGIS API for Python is a Pythonic library for working with maps, geospatial data, and web GIS, supporting spatial analysis, deep lear… | 79 | 2193 | active |
| tensorflow/tfx TensorFlow Extended (TFX) is an end-to-end, Google-production-scale platform for building and deploying production machine learning pipelin… | 91 | 2190 | stable |
| vaexio/vaex Vaex is a high-performance Python DataFrame library for lazy, out-of-core processing of large tabular datasets, using memory mapping and ze… | 57 | 8507 | maintenance |
| MinishLab/model2vec Model2Vec is a Python library that distills any sentence transformer into a tiny, fast static embedding model by computing one fixed vector… | 90 | 2186 | active |
| spla-tam/SplaTAM SplaTAM is a dense RGB-D SLAM system that uses 3D Gaussian splatting for high-fidelity scene reconstruction and precise camera tracking fro… | 17 | 2186 | active |
| NVIDIA-NeMo/DataDesigner NeMo Data Designer is an open-source Python orchestration framework from NVIDIA for generating high-quality synthetic datasets from scratch… | 83 | 2185 | active |
| levy-street/world-of-claudecraft World of ClaudeCraft is a free, open-source classic-style browser MMO built in TypeScript with Three.js, playable online with persistent ch… | 80 | 2185 | active |
| tensorflow/quantum TensorFlow Quantum is a Python framework for hybrid quantum-classical machine learning that integrates Cirq quantum circuits with TensorFlo… | 84 | 2180 | active |
| osqp/osqp OSQP is a C library for solving convex quadratic programs using an ADMM-based operator splitting method, with interfaces to Python, Julia, … | 51 | 2177 | stable |
| Harry24k/adversarial-attacks-pytorch Torchattacks is a PyTorch library providing implementations of adversarial attacks to generate adversarial examples against deep learning m… | 23 | 2177 | active |
| ByteDance-Seed/VeOmni VeOmni is a PyTorch-native framework for single- and multi-modal model pre-training and post-training, with a modular, trainer-free design … | 82 | 2173 | active |
| meizhong986/WhisperJAV WhisperJAV is a local, privacy-preserving subtitle generator for Japanese adult videos, combining Qwen3-ASR, Whisper, TEN-VAD/FireRedVAD vo… | 94 | 2170 | active |
| MoonshotAI/MoBA MoBA (Mixture of Block Attention) is a PyTorch implementation of a trainable block-sparse attention mechanism for long-context large langua… | 27 | 2169 | active |
| google-deepmind/mujoco_playground MuJoCo Playground is an open-source Python library of GPU-accelerated robot learning environments built on MuJoCo MJX and MuJoCo Warp. It s… | 76 | 2168 | active |
| yatengLG/ISAT_with_segment_anything ISAT_with_segment_anything is an interactive semi-automatic image annotation tool built on the Segment Anything Model family (SAM, SAM2, SA… | 84 | 2166 | active |
| withcatai/node-llama-cpp node-llama-cpp is a Node.js library providing bindings to llama.cpp for running LLMs locally, with pre-built binaries and automatic GPU sup… | 93 | 2162 | active |
| WebODM/OpenSplat OpenSplat is a free, open-source C++ implementation of 3D gaussian splatting that turns camera poses and sparse points into splat scene fil… | 92 | 2162 | active |
| facebookresearch/mae A PyTorch/GPU re-implementation of the Masked Autoencoders (MAE) paper for self-supervised vision learning. It includes pre-training code, … | 10 | 8370 | maintenance |