function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| minimaxir/textgenrnn A Python 3 library built on Keras/TensorFlow for easily training char-rnn style neural networks that generate text from any dataset in a fe… | 23 | 4922 | maintenance |
| Zefan-Cai/KVCache-Factory KVCache-Factory is a unified Python framework implementing many KV cache compression, retrieval, merging, and quantization methods for long… | 68 | 1375 | active |
| apache/cloudberry Apache Cloudberry is an advanced open-source Massively Parallel Processing (MPP) database derived from Greenplum and built on a modern Post… | 78 | 1374 | active |
| haoheliu/voicefixer VoiceFixer is a Python library and CLI tool for general speech restoration, using a pretrained neural vocoder to restore degraded human spe… | 26 | 1373 | stable |
| hudson-and-thames/mlfinlab MlFinLab is a Python library implementing financial machine learning techniques from data structure generation through labeling, feature en… | 32 | 4913 | maintenance |
| macanv/BERT-BiLSTM-CRF-NER A TensorFlow implementation of named entity recognition that fine-tunes Google BERT with a BiLSTM-CRF model, primarily targeting Chinese te… | 32 | 4906 | maintenance |
| giacomelli/GeneticSharp GeneticSharp is a fast, extensible, multithreading C# genetic algorithm library for .NET 6, .NET Standard, and .NET Framework applications.… | 46 | 1371 | stable |
| erwincoumans/tiny-differentiable-simulator Tiny Differentiable Simulator (TDS) is a header-only C++ and CUDA physics library for rigid-body dynamics with zero dependencies, supportin… | 23 | 1371 | active |
| Meituan-AutoML/MobileVLM MobileVLM is a family of compact vision language models (1.4B-3B parameters) designed to run efficiently on mobile devices, combining small… | 17 | 1370 | active |
| pnnl/neuromancer NeuroMANCER is a PyTorch-based differentiable programming library for solving parametric constrained optimization problems, physics-informe… | 72 | 1369 | active |
| QwenLM/Qwen3-VL-Embedding Qwen3-VL-Embedding and Qwen3-VL-Reranker are state-of-the-art multimodal embedding and reranking models built on the Qwen3-VL foundation mo… | 56 | 1369 | active |
| BICLab/SpikingBrain-7B SpikingBrain-7B is a brain-inspired large language model that combines hybrid efficient attention, MoE modules, and spike encoding, with a … | 54 | 1369 | active |
| ali-vilab/TeaCache TeaCache is a training-free caching approach that accelerates inference for video diffusion models by estimating output differences across … | 33 | 1369 | active |
| thunlp/OpenPrompt OpenPrompt is a PyTorch-based open-source framework for prompt-learning, providing a standard, flexible pipeline of templates and verbalize… | 23 | 4890 | maintenance |
| tiny-tpu-v2/tiny-tpu A minimal tensor processing unit (TPU) written in Verilog, reinvented from Google's TPU V1/V2 architectures. It includes a systolic array o… | 53 | 1367 | active |
| OpenPPL/ppl.nn PPLNN is a high-performance deep-learning inference engine written in C++ that runs ONNX models on x86 CPUs and NVIDIA GPUs, with a dedicat… | 32 | 1367 | active |
| xandergos/terrain-diffusion Terrain Diffusion is a Python framework that uses diffusion models as a learned, deterministic replacement for Perlin noise, generating inf… | 64 | 1365 | active |
| NVIDIA-AI-IOT/torch2trt torch2trt is a Python library that converts PyTorch models to TensorRT engines using the TensorRT Python API, with a simple single-function… | 23 | 4878 | maintenance |
| ImprintLab/MedSegDiff MedSegDiff is a diffusion probabilistic model framework for segmenting and reconstructing organs and tissues from medical images, with a tr… | 50 | 1363 | active |
| kengz/SLM-Lab SLM Lab is a modular deep reinforcement learning framework built in PyTorch, offering ready-to-use algorithms like PPO, SAC, DQN, and A2C v… | 95 | 1362 | active |
| hustvl/VAD VAD is an end-to-end autonomous driving framework that models the driving scene as a fully vectorized representation of agents and map elem… | 60 | 1362 | active |
| yuantianyuan01/FastWAM Official PyTorch codebase for Fast-WAM, a World Action Model for robot manipulation that skips test-time future video imagination and gener… | 59 | 1362 | active |
| bytedance/UNO UNO is a research framework from ByteDance for subject-driven image generation with diffusion transformers, supporting both single- and mul… | 38 | 1362 | active |
| scraed/LanPaint LanPaint is a training-free inpainting sampler for stable diffusion models, implemented as a ComfyUI custom node. It uses iterative 'think … | 85 | 1361 | active |
| google/visualblocks Visual Blocks for ML is a Google visual programming framework that provides a no-code node graph editor for building ML pipelines from drag… | 71 | 1361 | active |
| AgibotTech/genie_sim Genie Sim is AgiBot's open-source simulation platform for embodied intelligence, providing environment reconstruction, LLM-driven scene gen… | 74 | 1359 | active |
| MoonInTheRiver/DiffSinger Official PyTorch implementation of DiffSinger, an AAAI 2022 paper on singing voice synthesis and text-to-speech using a shallow diffusion m… | 65 | 4851 | maintenance |
| huggingface/finetrainers finetrainers is a Hugging Face library for scalable, memory-optimized training (fine-tuning) of diffusion models, including LoRA training o… | 62 | 1358 | active |
| rockingdingo/deepnlp DeepNLP is a deep learning NLP pipeline implemented on TensorFlow, distributed as a Python package, which has evolved into the DeepNLP AI S… | 32 | 1358 | active |
| Sense-X/Co-DETR Co-DETR is a PyTorch implementation of DETRs with Collaborative Hybrid Assignments Training, an ICCV 2023 object detection and instance seg… | 32 | 1357 | stable |
| ant-research/CoDeF CoDeF is the official PyTorch implementation of Content Deformation Fields, a video representation combining a canonical content field and … | 28 | 4846 | maintenance |
| blei-lab/edward Edward is a Python library for probabilistic modeling, inference, and criticism built on TensorFlow. It supports deep generative models, va… | 23 | 4843 | maintenance |
| uxlfoundation/scikit-learn-intelex Intel's Extension for Scikit-learn is a free AI accelerator that speeds up existing scikit-learn workflows on CPUs and GPUs, claiming up to… | 91 | 1356 | active |
| reiniscimurs/DRL-robot-navigation A ROS Gazebo simulation project that trains a mobile robot to navigate to random goals while avoiding obstacles using a TD3 deep reinforcem… | 58 | 1356 | active |
| SakanaAI/ShinkaEvolve ShinkaEvolve is a Python framework that combines LLMs with evolutionary algorithms to automatically evolve and improve scientific code. It … | 79 | 1355 | active |
| mega-sam/mega-sam MegaSaM is a research codebase implementing a deep visual SLAM system that estimates camera parameters and consistent depth maps from casua… | 48 | 1355 | active |
| lxtGH/OMG-Seg Official research codebase for OMG-Seg (CVPR 2024) and OMG-LLaVA (NeurIPS 2024), unified models for image-level, object-level, and pixel-le… | 47 | 1354 | active |
| bytedance/flux Flux is a GPU kernel library from ByteDance that overlaps computation with communication for tensor and expert parallelism in dense and MoE… | 33 | 1354 | active |
| yinguobing/head-pose-estimation A Python library for realtime human head pose estimation using ONNX Runtime and OpenCV. It combines face detection (SCRFD), 68-point facial… | 23 | 1353 | stable |
| k2-fsa/k2 k2 is a C++/CUDA library with Python bindings that implements differentiable Finite State Automaton (FSA) and Finite State Transducer (FST)… | 64 | 1352 | active |
| owlbarn/owl Owl is an OCaml library for scientific and engineering computing, providing n-dimensional arrays, linear algebra, statistics, optimization,… | 66 | 1351 | active |
| huggingface/swift-transformers A Swift Package providing a transformers-like API for Swift apps, including fast tokenization, chat templating, and reliable model download… | 91 | 1350 | active |
| nyrahealth/CrisperWhisper CrisperWhisper 2.0 is a controllable speech recognition model and Python library that transcribes audio either verbatim (including fillers,… | 89 | 1349 | active |
| shivammehta25/Matcha-TTS Matcha-TTS is a PyTorch-based text-to-speech system that uses conditional flow matching for fast, non-autoregressive speech synthesis. It s… | 62 | 1349 | active |
| wyhuai/DDNM DDNM is a Python research codebase implementing the Denoising Diffusion Null-Space Model for zero-shot image restoration, published as an I… | 32 | 1349 | stable |
| FreedomIntelligence/HuatuoGPT-o1 HuatuoGPT-o1 is a medical large language model project for complex medical reasoning, with open-sourced models (7B-72B), fine-tuning data, … | 22 | 1349 | active |
| airbnb/aerosolve Aerosolve is a machine learning library from Airbnb built for human-friendly, interpretable modeling on the JVM. It provides a thrift-based… | 45 | 4808 | maintenance |
| MegEngine/MegEngine MegEngine is a fast, scalable deep learning framework with automatic differentiation, developed in C++ with Python bindings. It unifies tra… | 23 | 4808 | maintenance |
| natasha/natasha Natasha is a Python library that solves basic NLP tasks for the Russian language, including tokenization, sentence segmentation, morphology… | 67 | 1347 | active |
| sjvasquez/handwriting-synthesis A Python implementation of Alex Graves' handwriting synthesis experiments using recurrent neural networks, generating realistic handwritten… | 32 | 4802 | maintenance |
| huridocs/pdf-document-layout-analysis A Dockerized microservice by HURIDOCS that performs PDF document layout analysis, OCR, and element segmentation/classification (texts, titl… | 82 | 1346 | active |
| jhc13/taggui TagGUI is a cross-platform desktop application for quickly adding and editing image tags and captions, aimed at creators of image datasets … | 53 | 1346 | active |
| schollz/find3 FIND3 is a self-hosted framework for high-precision indoor positioning ('indoor GPS') that uses WiFi, Bluetooth, and magnetic field fingerp… | 23 | 4795 | maintenance |
| JoySafety/JoySafety JoySafety is an open-source large language model safety framework from JD.com, written in Java, providing prompt injection detection, conte… | 47 | 1344 | active |
| PKU-VCL-3DV/SLAM3R SLAM3R is a real-time dense 3D scene reconstruction system that regresses 3D points from monocular RGB video using feed-forward neural netw… | 42 | 1344 | active |
| Softcatala/whisper-ctranslate2 A command-line transcription and translation tool compatible with OpenAI's Whisper CLI, built on CTranslate2 and faster-whisper for up to 4… | 60 | 1343 | active |
| muzishen/IMAGDressing IMAGDressing-v1 is a diffusion-based framework for customizable virtual dressing that generates human images with fixed garments and contro… | 44 | 1343 | active |
| hao-ai-lab/LookaheadDecoding A Python library implementing Lookahead Decoding, an exact parallel decoding algorithm that accelerates LLM inference without a draft model… | 31 | 1342 | active |
| claritylab/lucida Lucida is an open-source speech and vision based intelligent personal assistant inspired by Sirius. It orchestrates modular back-end micros… | 32 | 4782 | maintenance |
| FireRedTeam/FireRed-Image-Edit FireRed-Image-Edit is an open-source image editing foundation model built on diffusion models, released as PyTorch model weights with infer… | 49 | 1341 | active |
| alibaba/graph-learn Graph-Learn (formerly AliGraph) is a distributed framework for developing and applying large-scale graph neural networks, with a training l… | 36 | 1341 | active |
| rstudio/tensorflow An R package that provides full access to the TensorFlow API from R via reticulate, bridging R users to TensorFlow's Python implementation.… | 61 | 1339 | active |
| senguptaumd/Background-Matting Official research code for 'Background Matting: The World is Your Green Screen' (CVPR 2020), a deep network that extracts per-pixel alpha m… | 32 | 4769 | maintenance |
| llm-attacks/llm-attacks Official research code for 'Universal and Transferable Adversarial Attacks on Aligned Language Models', implementing the GCG algorithm for … | 28 | 4769 | maintenance |
| ZJU-REAL/ClawGUI ClawGUI is a unified Python framework for GUI agents covering the full lifecycle: online reinforcement learning training (ClawGUI-RL with G… | 70 | 1338 | active |
| mmorise/World WORLD is a C++ library for high-quality speech analysis, manipulation, and synthesis based on a vocoder design. It estimates F0 (via DIO/Ha… | 64 | 1338 | stable |
| PKU-YuanGroup/MagicTime MagicTime is a metamorphic time-lapse video generation pipeline built on diffusion-based text-to-video models, with a MagicAdapter, dynamic… | 59 | 1338 | active |
| christophschuhmann/improved-aesthetic-predictor A CLIP+MLP neural network that predicts how much people on average like an image, trained on AVA dataset ratings. It is widely used for fil… | 32 | 1338 | stable |
| IrisRainbowNeko/genshin_auto_fish A Genshin Impact auto-fishing AI built from a YOLOX object detection model (fish and rod landing point localization) and a DQN reinforcemen… | 23 | 4758 | maintenance |
| gempy-project/gempy GemPy is an open-source Python library for implicit 3D structural geological modeling, generating complex models of layers, faults, folds, … | 96 | 1336 | active |
| wormtql/yas Yas is a fast screen-scanning tool that uses a custom-trained SVTR OCR model to read Genshin Impact and Honkai: Star Rail artifact stats di… | 40 | 1336 | active |
| CarperAI/trlx trlX is a distributed training framework for fine-tuning large language models with reinforcement learning from human feedback (RLHF), supp… | 23 | 4755 | maintenance |
| ray-r-ren/agent-apprenticeship Agent Apprenticeship is an open ecosystem and CLI tool where AI agents complete real-world tasks through iterative workflow loops, are eval… | 63 | 1335 | active |
| MoonshotAI/Kimi-Dev Kimi-Dev-72B is an open-source coding LLM from Moonshot AI specialized in software engineering tasks like issue resolution and bug fixing, … | 38 | 1335 | active |
| ByteDance-Seed/SeedVR SeedVR/SeedVR2 are diffusion-transformer based models for generic real-world and AIGC video and image restoration, with SeedVR2 using adver… | 47 | 1334 | active |
| segment-any-text/wtpsplit wtpsplit is a Python toolkit for segmenting text into sentences or other semantic units using the SaT and WtP deep learning models. It prov… | 86 | 1333 | active |
| mapillary/inplace_abn A PyTorch extension library implementing In-Place Activated BatchNorm (InPlace-ABN), which redefines BN plus nonlinear activation as a sing… | 65 | 1333 | stable |
| jonathan-laurent/AlphaZero.jl A generic, simple, and fast Julia implementation of DeepMind's AlphaZero algorithm for training game-playing agents via self-play and MCTS.… | 64 | 1333 | active |
| wenqsun/DimensionX DimensionX is a research framework that generates photorealistic 3D and 4D scenes from a single image using controllable video diffusion mo… | 43 | 1333 | active |
| awslabs/dgl-ke DGL-KE is a high-performance Python package built on Deep Graph Library (DGL) for training, evaluating, and inferring knowledge graph embed… | 64 | 1331 | active |
| KratosMultiphysics/Kratos Kratos Multiphysics is a C++ framework with an extensive Python interface for building parallel, multi-disciplinary simulation software suc… | 92 | 1329 | active |
| ServiceNow/BrowserGym BrowserGym is a Gym-style environment library for web task automation, providing a unified interface to web agent benchmarks like MiniWoB, … | 78 | 1329 | active |
| pykalman/pykalman pykalman is a Python library implementing the Kalman Filter, Kalman Smoother, Unscented Kalman Filter, and EM algorithm for state estimatio… | 75 | 1329 | active |
| Vahe1994/AQLM Official PyTorch implementation of AQLM, an extreme LLM compression method via additive quantization, extended with PV-Tuning for finetunin… | 57 | 1329 | active |
| bytedance/Lance Lance is a 3B-parameter native unified multimodal model from ByteDance for image and video understanding, generation, and editing, trained … | 55 | 1329 | active |
| Tongjilibo/bert4torch bert4torch is a PyTorch library providing an elegant reimplementation of transformer models (BERT, RoBERTa, T5, GPT, ChatGLM, LLaMA, etc.) … | 82 | 1328 | active |
| nomadkaraoke/python-audio-separator A Python package and CLI that separates audio files into stems (vocals, instrumental, drums, bass, etc.) using pre-trained models from Ulti… | 89 | 1327 | active |
| inference-labs-inc/dsperse DSperse is a proving-system-agnostic tool for verifiable AI that decomposes ONNX neural network models into circuit-compatible segments and… | 82 | 1327 | active |
| Gourieff/ComfyUI-ReActor ComfyUI-ReActor is a fast and simple face swap extension node for ComfyUI, based on the ReActor face-swapping engine. It includes a nudity … | 65 | 1327 | active |
| Duxiaoman-DI/XuanYuan XuanYuan is a family of open-source Chinese financial-domain large language models from Duxiaoman, including base, chat, and quantized vari… | 29 | 1326 | active |
| LLaVA-VL/LLaVA-NeXT LLaVA-NeXT is a collection of open large multimodal models (LLaVA-NeXT, LLaVA-Video, LLaVA-OneVision, LLaVA-Critic-R1) that combine vision … | 64 | 4716 | maintenance |
| cvzone/cvzone CVZone is a Python computer vision helper library that wraps OpenCV and MediaPipe to simplify image processing and AI functions like hand t… | 32 | 1325 | active |
| ACEsuit/mace MACE is a Python library implementing fast and accurate machine learning interatomic potentials using higher-order equivariant message pass… | 89 | 1324 | active |
| agemagician/ProtTrans ProtTrans provides state-of-the-art pre-trained Transformer language models for protein sequences, trained on thousands of GPUs and hundred… | 33 | 1324 | active |
| sjtuytc/UnboundedNeRFPytorch A PyTorch implementation benchmarking state-of-the-art unbounded (large-scale) neural radiance field methods like NeRF++, DVGO, and Block-N… | 23 | 1324 | active |
| tensorflow/lucid Lucid is a collection of infrastructure and tools for research in neural network interpretability, built on TensorFlow 1.x. It provides fea… | 10 | 4704 | maintenance |
| galilai-group/lejepa LeJEPA is a Python framework for scalable, theoretically grounded self-supervised representation learning based on Joint-Embedding Predicti… | 45 | 1322 | active |
| ImprintLab/Medical-SAM-Adapter Medical SAM Adapter (MSA) is a Python framework that fine-tunes Meta's Segment Anything Model for medical image segmentation using lightwei… | 39 | 1322 | active |
| meta-pytorch/segment-anything-fast A fast, batched offline inference-oriented fork of Meta's Segment Anything (SAM) image segmentation model. It applies optimizations like bf… | 45 | 1321 | active |
| sebp/scikit-survival scikit-survival is a Python library for survival analysis (time-to-event modeling) built on top of scikit-learn. It provides survival model… | 88 | 1320 | active |