function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| huawei-noah/Efficient-AI-Backbones A collection of efficient neural network backbone architectures (GhostNet, TNT, ViG, WaveMLP, TinyNet, etc.) from Huawei Noah's Ark Lab, wi… | 28 | 4418 | active |
| zai-org/GLM-4.5 GLM-4.5 (and successors GLM-4.6/4.7) is a family of open-weight Mixture-of-Experts foundation models from Z.ai focused on agentic tasks, re… | 47 | 4416 | active |
| DistrictDataLabs/yellowbrick Yellowbrick is a Python library of visual diagnostic tools called Visualizers that extend the scikit-learn API using matplotlib. It helps u… | 26 | 4400 | active |
| iperov/DeepFaceLab DeepFaceLab is the leading open-source Windows application for creating deepfakes, allowing users to swap, de-age, or replace faces and hea… | 10 | 19292 | maintenance |
| onnxsim/onnxsim ONNX Simplifier (onnxsim) is a tool that simplifies ONNX models by inferring the whole computation graph and replacing redundant operators … | 98 | 4390 | active |
| microsoft/FLAML FLAML is a lightweight Python library for automated machine learning (AutoML) and hyperparameter tuning. It efficiently finds quality model… | 89 | 4390 | active |
| lululxvi/deepxde DeepXDE is a Python library for scientific machine learning and physics-informed learning, built on top of PyTorch, TensorFlow, JAX, and Pa… | 81 | 4386 | stable |
| bowang-lab/MedSAM MedSAM is a fine-tuned Segment Anything Model (SAM) foundation model for universal medical image segmentation, trained on over 1.5 million … | 29 | 4379 | active |
| EvolvingLMMs-Lab/lmms-eval lmms-eval is a unified Python framework for evaluating large multimodal models across text, image, video, and audio tasks, with 100+ benchm… | 85 | 4377 | active |
| meta-llama/PurpleLlama Purple Llama is Meta's umbrella project of tools and benchmarks for assessing and improving the security of large language models. It inclu… | 71 | 4365 | active |
| open-compass/VLMEvalKit VLMEvalKit is an open-source Python toolkit for evaluating large vision-language models (LMMs/LVLMs) across 80+ benchmarks with support for… | 62 | 4359 | active |
| dramaclaw/dramaclaw DramaClaw is a self-hosted, general-purpose AIGC video engine that turns scripts into finished films through a single pipeline covering sto… | 81 | 4355 | active |
| AI4Finance-Foundation/ElegantRL ElegantRL is a lightweight, modular deep reinforcement learning library built on PyTorch that implements core model-free RL algorithms (PPO… | 53 | 4355 | active |
| dreamgaussian/dreamgaussian DreamGaussian is the official PyTorch implementation of an ICLR 2024 Oral paper for efficient 3D content creation using generative Gaussian… | 18 | 4352 | active |
| lucas-maes/le-wm LeWorldModel (LeWM) is the official PyTorch codebase for a JEPA-based world model that trains stably end-to-end from raw pixels using only … | 52 | 4344 | active |
| VectorSpaceLab/OmniGen OmniGen is a unified diffusion-based image generation model that produces and edits images from multi-modal prompts without auxiliary modul… | 47 | 4340 | active |
| solidSpoon/DashPlayer DashPlayer is an open-source desktop video player built specifically for English learners, using videos as immersive learning material. It … | 99 | 4322 | active |
| tloen/alpaca-lora A repository of scripts for reproducing Stanford Alpaca-style instruction tuning of LLaMA models using low-rank adaptation (LoRA) on consum… | 30 | 18906 | maintenance |
| rust-ndarray/ndarray ndarray is a Rust crate providing an n-dimensional array container for general elements and numerics, with owned arrays, lightweight array … | 85 | 4314 | active |
| ourownstory/neural_prophet NeuralProphet is a Python library for interpretable time series forecasting built on PyTorch, combining neural networks with traditional ti… | 23 | 4295 | active |
| Tencent-Hunyuan/HunyuanDiT Hunyuan-DiT is Tencent's open-source diffusion transformer model for text-to-image generation with fine-grained Chinese language understand… | 49 | 4291 | active |
| The-Swarm-Corporation/AutoHedge AutoHedge is a Python framework for building autonomous AI-agent hedge funds that automate market analysis, risk management, and trade exec… | 58 | 4290 | active |
| zvtvz/zvt ZVT is a unified, modular quantitative trading framework written in Python for stocks and cryptocurrencies. It provides data ingestion, fac… | 79 | 4286 | active |
| richzhang/PerceptualSimilarity A PyTorch library implementing the LPIPS (Learned Perceptual Image Patch Similarity) metric, which measures perceptual distance between ima… | 23 | 4269 | stable |
| Nixtla/neuralforecast NeuralForecast is a Python library offering a large collection of state-of-the-art neural forecasting models (NBEATS, NHITS, TFT, PatchTST,… | 98 | 4257 | active |
| SysCV/sam-hq HQ-SAM (Segment Anything in High Quality) upgrades Meta's Segment Anything Model with a learnable High-Quality Output Token for accurate ze… | 48 | 4255 | active |
| ThilinaRajapakse/simpletransformers Simple Transformers is a Python library built on Hugging Face Transformers that lets users train, fine-tune, and evaluate Transformer model… | 61 | 4254 | active |
| ali-vilab/AnyDoor AnyDoor is the official implementation of a diffusion-based model that teleports target objects into new scenes at user-specified locations… | 28 | 4238 | active |
| MaartenGr/KeyBERT KeyBERT is a minimal Python library that extracts keywords and keyphrases from documents using BERT embeddings and cosine similarity. It re… | 67 | 4215 | stable |
| facebookresearch/nevergrad Nevergrad is a Python toolbox for gradient-free (derivative-free) optimization, providing many optimization algorithms such as NGOpt and di… | 76 | 4204 | active |
| cvg/Hierarchical-Localization hloc is a modular Python toolbox for state-of-the-art 6-DoF visual localization, combining image retrieval and feature matching (SuperPoint… | 48 | 4194 | active |
| kubeflow/pipelines Kubeflow Pipelines is a Kubernetes-native platform for building, deploying, and orchestrating reusable end-to-end machine learning workflow… | 97 | 4193 | stable |
| bbfamily/abu AbuQuant (abupy) is an open-source Python quantitative trading and investment framework supporting stocks, options, futures, and Bitcoin, w… | 52 | 18239 | maintenance |
| jwohlwend/boltz Boltz is a family of open-source biomolecular interaction models (Boltz-1 and Boltz-2) that predict complex structures and binding affiniti… | 63 | 4177 | active |
| lllyasviel/style2paints Style2Paints is an AI-driven tool that colorizes lineart sketches, optionally guided by human hints, style reference images, and lighting. … | 32 | 18179 | maintenance |
| facebookresearch/vggt-omega VGGT-Omega is a research library from Oxford VGG and Meta AI providing pretrained transformer models for 3D vision tasks such as camera pos… | 58 | 4165 | active |
| Fannovel16/comfyui_controlnet_aux A collection of ComfyUI custom nodes providing ControlNet auxiliary preprocessors that generate hint images (Canny edges, lineart, depth ma… | 63 | 4163 | active |
| Spark NLP Spark NLP is an open-source natural language processing library built natively on Apache Spark, providing scalable NLP annotations and tran… | 96 | 4159 | stable |
| torchgeo/torchgeo TorchGeo is a PyTorch domain library, similar to torchvision, providing datasets, samplers, transforms, and pre-trained models specific to … | 95 | 4159 | active |
| RobotLocomotion/drake Drake is a C++ toolbox (with Python bindings) for model-based design and verification of robotics systems, developed by the Robot Locomotio… | 99 | 4158 | stable |
| ArcInstitute/evo2 Evo 2 is a DNA foundation language model (1B-40B parameters) that models genomes at single-nucleotide resolution with up to 1 million base … | 62 | 4157 | active |
| Seeed-Projects/reBot-DevArm An open-source robotic arm project (hardware and software) from Seeed, with CERN-OHL-W-2.0 licensed hardware designs and Apache-2.0 softwar… | 61 | 4143 | active |
| justadudewhohacks/face-api.js A JavaScript face detection and face recognition library built on top of tensorflow.js, usable in the browser and Node.js. It provides mode… | 23 | 17945 | maintenance |
| openai/transformer-debugger Transformer Debugger (TDB) is an OpenAI tool for investigating specific behaviors of small language models, combining automated interpretab… | 60 | 4124 | active |
| IDEA-CCNL/Fengshenbang-LM Fengshenbang-LM is an open-source suite of Chinese large language models and a PyTorch training framework from IDEA Research's CCNL lab, ai… | 71 | 4123 | active |
| opengeos/segment-geospatial SamGeo (segment-geospatial) is a Python package that applies Meta AI's Segment Anything Model (SAM, SAM2, SAM3, HQ-SAM) to geospatial data … | 97 | 4122 | active |
| lllyasviel/sd-forge-layerdiffuse A Stable Diffusion WebUI (Forge) extension implementing Layer Diffusion to generate transparent images and separate foreground/background l… | 25 | 4116 | active |
| ericciarla/trendFinder A self-hosted Node.js application that monitors influencer posts on Twitter/X and website changes via Firecrawl, then uses LLMs (Together A… | 24 | 4116 | active |
| VectorSpaceLab/OmniGen2 OmniGen2 is an open-source unified multimodal generation model supporting text-to-image generation, instruction-guided image editing, and i… | 52 | 4112 | active |
| huggingface/distil-whisper Distil-Whisper is a distilled version of OpenAI's Whisper model for English speech recognition, offering 6x faster inference, 49% fewer par… | 27 | 4112 | active |
| facebookresearch/jepa Official PyTorch implementation of V-JEPA, a self-supervised method for learning visual representations from video using a joint-embedding … | 29 | 4105 | active |
| ZhengPeng7/BiRefNet BiRefNet is a PyTorch implementation of the CAAI AIR 2024 paper 'Bilateral Reference for High-Resolution Dichotomous Image Segmentation'. I… | 65 | 4098 | active |
| GuyTevet/motion-diffusion-model Official PyTorch implementation of the Human Motion Diffusion Model (MDM) paper, generating 3D human motion sequences from text prompts usi… | 52 | 4092 | active |
| princeton-vl/RAFT Official PyTorch implementation of RAFT (Recurrent All Pairs Field Transforms for Optical Flow), an ECCV 2020 model for estimating dense op… | 49 | 4091 | stable |
| danveloper/flash-moe An application for running large language models locally on small laptops, written in Objective-C. It enables on-device inference of big mo… | 48 | 4086 | active |
| PaddlePaddle/PaddleRec PaddleRec is a large-scale recommendation algorithm library built on PaddlePaddle, containing classic and state-of-the-art recommendation m… | 29 | 4085 | active |
| hao-ai-lab/FastVideo FastVideo is a unified Python framework for post-training and real-time inference of video diffusion models, covering data preprocessing, f… | 80 | 4076 | active |
| lllyasviel/Paints-UNDO Paints-UNDO is a family of deep learning models that take an image as input and generate the step-by-step drawing sequence (sketching, inki… | 40 | 4067 | active |
| facebookresearch/dlrm A PyTorch-based implementation of the Deep Learning Recommendation Model (DLRM) from Facebook Research, which processes dense and sparse fe… | 60 | 4065 | stable |
| StarsfieldAI/R1-V R1-V is an open-source research codebase for training vision-language models with reinforcement learning (RLVR/GRPO), demonstrating strong … | 21 | 4063 | active |
| FedML-AI/FedML FedML (TensorOpera) is a unified Python library for large-scale distributed training, model serving, and federated learning across GPU clou… | 45 | 4062 | active |
| thinking-machines-lab/tinker-cookbook Tinker Cookbook is a Python library of realistic examples and abstractions for post-training (fine-tuning) language models via the Tinker A… | 85 | 4058 | active |
| open-spaced-repetition/fsrs4anki FSRS4Anki is a modern spaced-repetition scheduler for Anki based on the Free Spaced Repetition Scheduler (FSRS) algorithm. It replaces Anki… | 80 | 4053 | active |
| google-deepmind/acme Acme is a Python library of reinforcement learning building blocks and agent implementations from DeepMind. It provides readable reference … | 67 | 4050 | active |
| deepchecks/deepchecks Deepchecks is an open-source Python library for continuous validation of machine learning models and data, covering testing, CI integration… | 61 | 4047 | active |
| limix-ldm-ai/LimiX LimiX is the first large structured-data foundation model (LDM), a transformer-based model for tabular data that handles classification, re… | 60 | 4045 | active |
| defog-ai/sqlcoder SQLCoder is a family of fine-tuned open-weight LLMs that convert natural language questions into SQL queries, outperforming GPT-4 on text-t… | 28 | 4044 | active |
| uxlfoundation/oneDNN oneDNN is an open-source cross-platform performance library providing optimized building blocks (primitives) for deep learning applications… | 99 | 4042 | stable |
| tensorflow/tensor2tensor Tensor2Tensor (T2T) is a Python library of deep learning models and datasets built on TensorFlow, developed by the Google Brain team to mak… | 10 | 17464 | maintenance |
| KieronQuinn/TapTap Tap, Tap is an Android app that ports the Pixel's double-tap-on-back gesture to any Android 7.0+ device with an accelerometer and gyroscope… | 23 | 4022 | active |
| microsoft/PromptWizard PromptWizard is a discrete prompt optimization framework from Microsoft that uses a self-evolving mechanism where an LLM generates, critiqu… | 45 | 4007 | active |
| zml/zml ZML is a production LLM inference stack written in Zig, built on MLIR and OpenXLA, that compiles models to run at peak performance across N… | 72 | 4003 | active |
| ginobefun/BestBlogs BestBlogs.dev is an AI-powered personal reading assistant and content curation platform that aggregates articles, podcasts, videos, tweets,… | 67 | 3998 | active |
| Nixtla/nixtla Nixtla's TimeGPT is a production-ready pre-trained foundation model for time series forecasting and anomaly detection, accessed via a Pytho… | 97 | 3996 | active |
| lucidrains/vector-quantize-pytorch A PyTorch library implementing vector and scalar quantization, including Residual VQ and techniques like DiVeQ codebook updates. It origina… | 83 | 3996 | active |
| OSU-NLP-Group/HippoRAG HippoRAG is a Python RAG framework inspired by human long-term memory that combines LLMs, knowledge graphs, and Personalized PageRank to in… | 59 | 3967 | active |
| dpilger26/NumCpp NumCpp is a templatized, header-only C++ library that reimplements the Python NumPy API, centered on an NdArray container with NumPy-style … | 74 | 3962 | active |
| isaac-sim/IsaacSim NVIDIA Isaac Sim is an open-source robotics simulation application built on NVIDIA Omniverse for developing, simulating, and testing AI-dri… | 74 | 3960 | active |
| city96/ComfyUI-GGUF A ComfyUI custom node pack that adds GGUF quantization support for loading diffusion models like FLUX and Stable Diffusion 3.5 in low-bitra… | 51 | 3953 | active |
| AnswerDotAI/RAGatouille RAGatouille is a Python library that makes it easy to use and train state-of-the-art late-interaction retrieval models like ColBERT in any … | 26 | 3953 | active |
| ML-GSAI/LLaDA Official PyTorch implementation of LLaDA, a family of large language diffusion models (8B base/instruct, MoE, and iLLaDA variants) with pre… | 62 | 3943 | active |
| Nunchaku Nunchaku is a high-performance inference engine for 4-bit quantized diffusion models (and LLMs) based on the SVDQuant technique from an ICL… | 65 | 3937 | active |
| ali-vilab/VACE VACE is the official implementation of an all-in-one video creation and editing model from Tongyi Lab, built on Wan2.1 diffusion models. It… | 41 | 3934 | active |
| thuml/Transfer-Learning-Library TLlib is a PyTorch-based open-source library for transfer learning, covering domain adaptation, task adaptation (finetuning), and domain ge… | 23 | 3931 | active |
| stanford-futuredata/ColBERT ColBERT is a fast and accurate neural retrieval model that encodes passages and queries into token-level embedding matrices and scores them… | 45 | 3924 | active |
| Tencent-Hunyuan/Hunyuan3D-2.1 Tencent's open-source 3D asset generation model that creates high-fidelity 3D meshes with production-ready PBR materials from single images… | 40 | 3917 | active |
| yuanzhongqiao/printfilm Printfilm is a self-hostable AI short-drama (short film / motion comic) creation SaaS platform built on Next.js and Spring Boot. It provide… | 72 | 3913 | active |
| cornellius-gp/gpytorch GPyTorch is a Gaussian process library built on PyTorch, designed for scalable, flexible, and modular GP models. It uses linear algebra tec… | 82 | 3906 | stable |
| iree-org/iree IREE is an MLIR-based end-to-end machine learning compiler and runtime that lowers models from frameworks like PyTorch, TensorFlow, JAX, an… | 87 | 3901 | active |
| hustvl/Vim Vision Mamba (Vim) is a PyTorch implementation of a generic vision backbone built on bidirectional Mamba state space models, published at I… | 29 | 3899 | active |
| openai/baselines OpenAI Baselines is a collection of high-quality reference implementations of reinforcement learning algorithms such as DQN, PPO, and ACKTR… | 32 | 16764 | maintenance |
| hustvl/4DGaussians An official PyTorch implementation of 4D Gaussian Splatting (4D-GS) for real-time rendering of dynamic scenes, published at CVPR 2024. It c… | 27 | 3895 | active |
| Plachtaa/seed-vc Seed-VC is a Python tool and model for zero-shot voice conversion, real-time voice conversion, and singing voice conversion, cloning a voic… | 10 | 3888 | active |
| huggingface/smollm Hugging Face's repository for the SmolLM and SmolVLM families of compact, fully open language and vision-language models, including trainin… | 59 | 3884 | active |
| safetensors/safetensors Safetensors is a simple, secure file format and library for storing and distributing tensors, designed as a fast zero-copy alternative to p… | 91 | 3876 | stable |
| hkust-nlp/simpleRL-reason A research codebase from HKUST-NLP implementing a simple reinforcement learning recipe (rule-based rewards on GSM8K/Math data) to train LLM… | 47 | 3874 | active |
| NVlabs/VILA VILA is a family of open-source vision language models (VLMs) optimized for efficient video and multi-image understanding, spanning edge, d… | 57 | 3857 | active |
| mseitzer/pytorch-fid A PyTorch port of the official TensorFlow implementation of the Fréchet Inception Distance (FID), a metric for measuring similarity between… | 23 | 3851 | stable |
| MrForExample/ComfyUI-3D-Pack An extensive ComfyUI custom node suite for processing 3D inputs like meshes and UV textures using algorithms such as 3D Gaussian Splatting … | 51 | 3850 | active |
| open-mmlab/mmpretrain MMPretrain is OpenMMLab's PyTorch-based toolbox and benchmark for image classification model pre-training, covering supervised, self-superv… | 23 | 3850 | active |