function: machine-learning

5378 products, primary matches first, then adoption-weighted; health v2 shown.

Product	Health v2	Stars	Maturity
tensorflow/tensorflow TensorFlow is an end-to-end open source platform for machine learning with stable Python and C++ APIs and a broad ecosystem of tools. It su…	86	197638	stable
Stable Diffusion web UI A browser-based web interface for Stable Diffusion image generation, built with Gradio in Python. It supports txt2img, img2img, inpainting,…	54	164679	stable
huggingface/transformers Hugging Face Transformers is a Python library that serves as the model-definition framework for state-of-the-art machine learning models ac…	95	164475	stable
ggml-org/llama.cpp llama.cpp is a C/C++ library and toolset for running large language model inference locally on CPUs and GPUs, built on the ggml tensor libr…	93	125803	stable
openai/whisper OpenAI's Whisper is a general-purpose speech recognition model and Python library built on a Transformer sequence-to-sequence architecture.…	68	107981	stable
deepseek-ai/DeepSeek-V3 Official repository for DeepSeek-V3, a 671B-parameter Mixture-of-Experts language model (37B activated per token) with open weights, infere…	29	104416	active
pytorch/pytorch PyTorch is a Python library providing NumPy-like tensor computation with strong GPU acceleration and a tape-based automatic differentiation…	93	102605	stable
karpathy/autoresearch A framework by Andrej Karpathy where AI agents autonomously run LLM research experiments on a single-GPU nanochat training setup. The agent…	48	94753	active
deepseek-ai/DeepSeek-R1 DeepSeek-R1 is a family of open-weight large language models trained with large-scale reinforcement learning for reasoning, including DeepS…	24	92038	active
ruvnet/RuView RuView is a WiFi sensing platform that uses Channel State Information (CSI) from commodity WiFi hardware like ESP32 to detect presence, tra…	81	91756	active
PaddlePaddle/PaddleOCR PaddleOCR is a multilingual OCR and document parsing toolkit built on PaddlePaddle that converts images and PDFs into structured data like …	93	88312	stable
tensorflow/models The TensorFlow Model Garden is a repository of official and community implementations of state-of-the-art machine learning models built wit…	85	77652	active
Tesseract OCR Tesseract is an open-source OCR engine consisting of the libtesseract library and a command-line program, using an LSTM-based neural networ…	86	76200	stable
Unsloth Unsloth is a desktop application for running and fine-tuning LLMs, diffusion, embedding, and audio models locally, with support for NVIDIA,…	94	74883	active
abi/screenshot-to-code An AI-powered application that converts screenshots, mockups, Figma designs, and screen recordings into clean functional code (HTML/Tailwin…	70	74677	active
hiyouga/LlamaFactory LlamaFactory is a unified, efficient fine-tuning framework for 100+ large language models and vision-language models, supporting LoRA, QLoR…	83	74382	active
X Recommendation Algorithm The open-source source code for X's (formerly Twitter) recommendation algorithm, a set of services and jobs that serve personalized feeds o…	48	73868	active
666ghj/MiroFish MiroFish is a Python-based swarm intelligence prediction engine that builds high-fidelity parallel digital worlds populated by thousands of…	70	71572	active
scikit-learn/scikit-learn scikit-learn is a Python module for machine learning built on top of SciPy, providing classification, regression, clustering, and model eva…	90	67065	stable
Keras Keras 3 is a multi-backend deep learning framework that runs on JAX, TensorFlow, PyTorch, and OpenVINO, providing a high-level API for buil…	98	64253	stable
commaai/openpilot openpilot is an open-source operating system for robotics that currently functions as an advanced driver assistance system (ADAS) for 300+ …	91	63511	active
virattt/ai-hedge-fund An educational AI-powered hedge fund simulator where LLM-driven agents modeled after famous investors analyze stocks and make simulated tra…	86	63060	active
RVC-Boss/GPT-SoVITS GPT-SoVITS is a Python-based few-shot voice cloning and text-to-speech system with an integrated WebUI. It supports zero-shot TTS from a 5-…	68	61255	active
ultralytics/ultralytics Ultralytics YOLO is a Python package and CLI providing a family of real-time computer vision models (YOLO26, YOLO11, YOLOv8) for object det…	95	60991	active
karpathy/nanochat nanochat is a minimal, hackable full-stack LLM training harness that covers tokenization, pretraining, finetuning, evaluation, and inferenc…	60	57548	active
deepfakes/faceswap Faceswap is a free, open-source, multi-platform deepfakes tool that uses deep learning to recognize and swap faces in pictures and videos. …	85	57500	active
facebookresearch/segment-anything Segment Anything Model (SAM) from Meta AI is a promptable image segmentation foundation model that produces high-quality object masks from …	30	54759	stable
Freqtrade Freqtrade is a free, open-source cryptocurrency trading bot written in Python that supports major spot and futures exchanges via CCXT. It i…	98	53664	stable
microsoft/VibeVoice VibeVoice is Microsoft's open-source frontier voice AI framework combining a next-token diffusion text-to-speech model for expressive, long…	60	53225	active
ggml-org/whisper.cpp A high-performance C/C++ port of OpenAI's Whisper automatic speech recognition model with no external dependencies. It supports CPU, GPU (M…	99	53203	stable
upscayl/upscayl Upscayl is a free and open-source desktop application that uses AI (ESRGAN-based models) to upscale and enhance low-resolution images on Li…	67	48765	active
microsoft/qlib Qlib is an AI-oriented quantitative investment platform from Microsoft that supports the full quant research workflow, from data processing…	66	47960	active
exo-explore/exo exo is a Python application that turns a collection of devices (Macs, GPUs, etc.) into a distributed AI cluster for running large language …	84	47081	active
vnpy/vnpy VeighNa (vn.py) is an open-source Python framework for developing quantitative trading systems, covering strategy development, backtesting,…	88	44786	stable
paperless-ngx/paperless-ngx Paperless-ngx is a self-hosted document management system that converts scanned physical documents into a searchable online archive. It use…	95	44624	active
apache/spark Apache Spark is a unified analytics engine for large-scale data processing, providing high-level APIs in Scala, Java, Python, and R over an…	77	43882	stable
hpcaitech/ColossalAI Colossal-AI is an integrated large-scale deep learning training system built on PyTorch that provides efficient parallelization techniques …	74	41441	active
facebookresearch/faiss Faiss is a C++ library (with Python wrappers) for efficient similarity search and clustering of dense vectors, supporting indexes that scal…	94	40809	stable
microsoft/BitNet bitnet.cpp is Microsoft's official inference framework for 1-bit large language models (BitNet b1.58), providing optimized CPU kernels with…	65	40203	active
photoprism/photoprism PhotoPrism is an AI-powered, privacy-first web application for browsing, organizing, and sharing personal photo and video collections. It a…	94	40114	active
2noise/ChatTTS ChatTTS is a generative text-to-speech model optimized for conversational dialogue scenarios such as LLM assistants, supporting English and…	69	39797	active
shiyu-coder/Kronos Kronos is an open-source foundation model family for financial K-line (OHLCV) data, using a tokenizer plus autoregressive Transformer pre-t…	53	37962	active
RVC-Project/Retrieval-based-Voice-Conversion-WebUI A WebUI-based framework for training and running retrieval-based voice conversion (RVC) models, letting users clone a voice timbre from as …	82	37845	active
myshell-ai/OpenVoice OpenVoice is a Python library and audio foundation model for instant voice cloning, requiring only a short reference audio clip to replicat…	34	37312	active
huggingface/pytorch-image-models PyTorch Image Models (timm) is a Python library offering the largest collection of PyTorch image encoder/backbone architectures with 700+ p…	93	37099	active
google-ai-edge/mediapipe MediaPipe is Google's cross-platform framework for deploying on-device machine learning solutions for live and streaming media. It provides…	94	36731	stable
Real-ESRGAN Real-ESRGAN is a deep learning project for practical image and video restoration via super-resolution, with pretrained models for photos an…	23	36593	stable
HanLP HanLP is a production-oriented multilingual NLP toolkit built on PyTorch and TensorFlow 2.x, offering tokenization, POS tagging, NER, depen…	57	36484	active
jax-ml/jax JAX is a Python library for accelerator-oriented array computation and composable program transformations, offering NumPy-compatible APIs w…	99	36215	stable
OpenBMB/VoxCPM VoxCPM is a tokenizer-free text-to-speech system built on a diffusion autoregressive architecture that generates continuous speech represen…	79	36145	active
XingangPan/DragGAN Official PyTorch implementation of DragGAN (SIGGRAPH 2023), an interactive point-based image manipulation method built on StyleGAN3. Users …	29	35755	stable
K-Dense-AI/scientific-agent-skills A library of 163 validated Agent Skills plus integrations with 100+ scientific databases that turn AI coding agents into scientific researc…	79	34724	active
facebookresearch/detectron2 Detectron2 is Facebook AI Research's PyTorch-based library for state-of-the-art object detection, instance/panoptic segmentation, and other…	67	34688	stable
huggingface/diffusers Hugging Face Diffusers is a Python library providing state-of-the-art pretrained diffusion models for generating images, videos, and audio …	95	34385	stable
openai/CLIP OpenAI's CLIP is a PyTorch library providing pretrained contrastive language-image models that encode images and text into a shared embeddi…	66	34236	stable
spaCy spaCy is an industrial-strength natural language processing library for Python and Cython, featuring pretrained pipelines for 70+ languages…	99	33849	stable
tinygrad/tinygrad tinygrad is a small, hackable deep learning framework providing a PyTorch-like tensor library with autograd, plus a visible IR and compiler…	91	33509	active
lutzroeder/netron Netron is a visualizer for neural network, deep learning, and machine learning models, rendering model graphs and layer details. It support…	99	33407	active
open-mmlab/mmdetection MMDetection is OpenMMLab's PyTorch-based toolbox and benchmark for object detection and instance/panoptic segmentation. It provides a large…	23	32892	stable
numpy/numpy NumPy is the fundamental open-source Python library for scientific computing, providing a powerful N-dimensional array object, vectorized o…	94	32607	stable
lyogavin/airllm AirLLM is a Python library that dramatically reduces LLM inference memory usage by streaming model layers (and MoE experts) from disk, enab…	96	32573	active
fishaudio/fish-speech Fish Speech is an open-source state-of-the-art text-to-speech system (Fish Audio S2) trained on over 10 million hours of audio across ~50 l…	74	32413	active
xai-org/x-algorithm The open-source algorithm that powers X's For You feed, combining in-network and ML-retrieved out-of-network posts, filtering them, and ran…	60	32322	active
Lightning-AI/pytorch-lightning PyTorch Lightning is a deep learning framework that organizes PyTorch code to eliminate boilerplate for training, finetuning, and scaling A…	90	31310	stable
karpathy/llm.c llm.c is a pure C/CUDA implementation for training large language models like GPT-2 and GPT-3, with no dependency on PyTorch or Python. It …	37	30879	active
Genesis-Embodied-AI/genesis-world Genesis World is a Python simulation platform for physical AI and robotics that combines a unified multi-physics engine, a photorealistic r…	93	29809	active
facefusion/facefusion FaceFusion is an open-source face manipulation platform for face swapping and lip syncing in images and videos, built in Python with GPU ac…	94	29706	active
deepinsight/insightface InsightFace is an open-source 2D and 3D face analysis project providing state-of-the-art face detection, recognition, alignment, and face s…	65	29580	active
hpcaitech/Open-Sora Open-Sora is an open-source initiative for efficiently producing high-quality videos from text prompts using deep learning models. It provi…	50	29314	active
dmlc/xgboost XGBoost is an optimized, scalable gradient boosting library implementing parallel tree boosting (GBDT/GBM) with bindings for Python, R, Jav…	95	28694	stable
google-research/timesfm TimesFM is a pretrained decoder-only foundation model from Google Research for time-series forecasting, offering zero-shot forecasts with u…	81	28273	active
MLX MLX is an array computation framework for machine learning on Apple silicon, developed by Apple ML research. It offers NumPy-like Python AP…	94	28172	active
p-e-w/heretic Heretic is a command-line tool that automatically removes censorship (safety alignment) from transformer-based language models using direct…	76	28157	active
Label Studio Label Studio is an open-source data labeling and annotation platform supporting images, audio, text, video, and time series with a web UI a…	86	28150	active
fastai/fastai fastai is a deep learning library built on PyTorch that offers high-level components for quickly achieving state-of-the-art results in visi…	93	28125	stable
Stability-AI/generative-models Stability AI's official repository of generative diffusion models, including Stable Diffusion, Stable Video, and SV4D 2.0 for image, video,…	45	27271	active
huggingface/lerobot LeRobot is Hugging Face's PyTorch library for real-world robotics, providing a hardware-agnostic Python interface for controlling robots, a…	92	26949	active
ApolloAuto/apollo Apollo is an open-source autonomous driving platform providing a high-performance, modular software stack for developing, testing, and depl…	57	26807	active
huggingface/open-r1 Open R1 is Hugging Face's fully open reproduction of the DeepSeek-R1 training pipeline, providing scripts for supervised fine-tuning, GRPO …	54	26447	active
OpenBMB/MiniCPM-V MiniCPM-V and MiniCPM-o are a series of small multimodal large language models for efficient image, video, and audio understanding, deploya…	61	26240	active
resemble-ai/chatterbox Chatterbox is a family of state-of-the-art open-source text-to-speech models by Resemble AI, including multilingual and low-latency Turbo v…	52	26163	active
zai-org/Open-AutoGLM Open-AutoGLM is an open phone agent model and framework built on AutoGLM that understands phone screens multimodally and automates Android …	48	26091	active
Anjok07/ultimatevocalremovergui Ultimate Vocal Remover GUI is a desktop application that uses state-of-the-art deep neural network models to separate vocals from instrumen…	28	25995	active
black-forest-labs/flux Official minimal inference code from Black Forest Labs for running FLUX.1 open-weight image generation and editing models. It supports text…	38	25912	active
shap/shap SHAP (SHapley Additive exPlanations) is a Python library that explains the output of any machine learning model using Shapley values from g…	90	25704	active
lucidrains/vit-pytorch A PyTorch library implementing the Vision Transformer (ViT) and dozens of ViT variants (NaViT, MaxViT, MobileViT, Dino, masked autoencoders…	87	25488	active
microsoft/OmniParser OmniParser is a screen parsing tool from Microsoft that converts UI screenshots into structured, understandable elements to ground vision-l…	60	25310	active
junyanz/pytorch-CycleGAN-and-pix2pix Official PyTorch implementations of CycleGAN and pix2pix for paired and unpaired image-to-image translation. It includes training and testi…	48	25232	stable
microsoft/JARVIS JARVIS (HuggingGPT) is a system that uses an LLM as a controller to plan tasks and orchestrate numerous expert ML models from the HuggingFa…	45	25208	active
SYSTRAN/faster-whisper A fast reimplementation of OpenAI's Whisper speech-to-text model built on the CTranslate2 inference engine, offering up to 4x speedup and l…	57	25104	active
haotian-liu/LLaVA LLaVA (Large Language and Vision Assistant) is an open-source multimodal large language model framework implementing visual instruction tun…	20	25000	active
Dao-AILab/flash-attention Official implementation of FlashAttention, FlashAttention-2, -3, and -4: fast and memory-efficient exact attention kernels for GPUs. It acc…	95	24787	active
baidu/Unlimited-OCR Baidu's Unlimited-OCR is an open vision-language OCR model for one-shot long-horizon document parsing, extending DeepSeek-OCR. It provides …	56	24569	active
google-ai-edge/gallery Google AI Edge Gallery is a mobile and desktop application for running open-source large language models like Gemma entirely on-device, off…	86	24565	active
danielgatis/rembg Rembg is a Python tool for removing image backgrounds using U2Net-based deep learning models. It can be used as a CLI, Python library, HTTP…	98	24449	active
deepseek-ai/DeepSeek-Coder DeepSeek Coder is a series of open code language models (1B to 33B) trained from scratch on 2T tokens of code and natural language, with a …	50	24217	active
PaddlePaddle/Paddle PaddlePaddle is an industrial-grade deep learning framework written in C++ with Python APIs, supporting high-performance single-machine and…	84	24062	active
pyg-team/pytorch_geometric PyG (PyTorch Geometric) is a Python library built on PyTorch for writing and training Graph Neural Networks on structured and irregular dat…	84	24032	stable
deepseek-ai/DeepSeek-OCR DeepSeek-OCR is an open vision-language model from DeepSeek AI that researches 'contexts optical compression' - encoding long text contexts…	45	23855	active
m-bain/whisperX WhisperX is a Python library providing fast automatic speech recognition with word-level timestamps and speaker diarization. It combines Wh…	91	23765	active