function: machine-learning

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

Product	Health v2	Stars	Maturity
imbue-bit/AlphaGPT AlphaGPT is an open-source automated factor factory based on deep reinforcement learning for quantitative finance. It mines and generates a…	55	3073	active
tensorflow/tflite-micro TensorFlow Lite for Microcontrollers (TFLM) is a C++ port of TensorFlow Lite for running ML models on microcontrollers, DSPs, and other mem…	77	3059	active
yuyuyzl/EasyVtuber EasyVtuber is a Python-based VTubing application built on the Talking Head Anime model that turns a single anime character illustration int…	62	3051	active
TradeMaster-NTU/TradeMaster TradeMaster is an open-source Python platform for quantitative trading powered by reinforcement learning, covering the full pipeline of alg…	34	3050	active
sonos/tract Tract is Sonos' tiny, self-contained neural-network inference engine written in Rust. It loads ONNX, TensorFlow/TFLite, and NNEF models, op…	99	3045	active
openworm/OpenWorm OpenWorm is an open-source project building a comprehensive bottom-up computational model of the Caenorhabditis elegans roundworm, integrat…	81	3037	active
RosettaCommons/RFdiffusion RFdiffusion is an open-source method for de novo protein structure generation using diffusion models, with or without conditional informati…	62	3026	active
tensorflow/agents TF-Agents is a TensorFlow-based Python library for building, training, and deploying reinforcement learning and contextual bandit algorithm…	60	3025	active
facebookresearch/Pearl Pearl is a production-ready reinforcement learning agent library developed by Meta's Applied Reinforcement Learning team. It provides modul…	74	3024	active
deepseek-ai/DreamCraft3D Official PyTorch implementation of DreamCraft3D, an ICLR 2024 hierarchical 3D content generation method that turns a single 2D image into a…	35	3021	stable
kyutai-labs/delayed-streams-modeling Kyutai's repository of Speech-To-Text and Text-To-Speech models built on the Delayed Streams Modeling framework, with implementations in Py…	47	3017	active
osmr/imgclsmob A research sandbox providing (re)implementations of numerous deep learning computer vision models for classification, segmentation, detecti…	23	3016	active
ZQPei/deep_sort_pytorch A PyTorch implementation of the Deep SORT multi-object tracking algorithm, pairing YOLOv3/YOLOv5 (or Mask R-CNN) detectors with a CNN re-id…	32	3012	active
Eladlev/AutoPrompt AutoPrompt is a Python framework for optimizing LLM prompts using Intent-based Prompt Calibration. It iteratively generates challenging edg…	42	3010	active
Doubiiu/DynamiCrafter DynamiCrafter is an open-source research model that animates open-domain still images into short videos using pre-trained video diffusion p…	27	3007	active
williamyang1991/Rerender_A_Video The official PyTorch implementation of 'Rerender A Video', a SIGGRAPH Asia 2023 zero-shot text-guided video-to-video translation framework.…	29	2999	stable
deepseek-ai/DualPipe DualPipe is a Python library implementing a bidirectional pipeline parallelism algorithm that overlaps forward and backward computation wit…	48	2998	active
thu-pacman/chitu Chitu (赤兔) is a high-performance inference framework for large language models, positioned as a production-grade LLM serving engine. It sup…	84	2995	active
benedekrozemberczki/pytorch_geometric_temporal PyTorch Geometric Temporal is a temporal (dynamic) extension library for PyTorch Geometric providing spatiotemporal signal processing with …	68	2992	active
MeiGen-AI/MultiTalk MultiTalk is an audio-driven framework for generating multi-person conversational videos from multi-stream audio, a reference image, and a …	56	2992	active
openai/shap-e Shap-E is OpenAI's official release of a generative model that produces 3D implicit functions conditioned on text prompts or images. It inc…	30	12261	maintenance
pytorch/TensorRT Torch-TensorRT is a compiler library that accelerates PyTorch model inference on NVIDIA GPUs using TensorRT. It supports just-in-time compi…	94	2986	active
Neural Amp Modeler Neural Amp Modeler (NAM) is a Python project that trains neural network models to emulate guitar amplifiers and exports them as .nam files.…	90	2986	active
viperrcrypto/Siftly Siftly is a self-hosted, local-first web application for organizing Twitter/X bookmarks into a searchable, categorized knowledge base. It r…	64	2982	active
sovrasov/flops-counter.pytorch A Python library (ptflops) that computes the theoretical number of multiply-add operations (FLOPs) and parameter counts for neural network …	41	2982	active
pharmapsychotic/clip-interrogator A Python library that combines OpenAI's CLIP and Salesforce's BLIP to reverse-engineer text prompts from images, optimized for use with tex…	23	2982	stable
hosseinmoein/DataFrame A high-performance, templatized C++ library providing a heterogeneous DataFrame container for in-memory data exploration, transformation, a…	94	2981	active
mazzzystar/Queryable Queryable is an open-source iOS app that runs Apple's MobileCLIP (formerly OpenAI's CLIP) entirely on-device to search your photo album wit…	62	2977	active
bethgelab/foolbox Foolbox is a Python library for generating adversarial examples that fool deep neural networks, with state-of-the-art gradient-based and de…	48	2972	active
marcotcr/lime Lime (Local Interpretable Model-agnostic Explanations) is a Python library that explains the predictions of any machine learning classifier…	23	12163	maintenance
mit-nlp/MITIE MITIE is a C++ library and toolset for information extraction, providing named entity recognition and binary relation detection built on dl…	43	2962	active
li-plus/chatglm.cpp A pure C++ implementation of ChatGLM-6B, ChatGLM2-6B, ChatGLM3, and GLM-4(V) based on ggml, enabling memory-efficient real-time chatting on…	20	2962	active
patrick-kidger/equinox Equinox is a Python library providing neural networks and scientific computing utilities for JAX, using PyTorch-like class-based syntax whe…	92	2957	stable
pytorch/ao TorchAO is a PyTorch-native library for model optimization through quantization and sparsity. It supports quantizing weights, gradients, op…	89	2957	active
luminal-ai/luminal Luminal is a high-performance general-purpose ML inference compiler written in Rust that lowers models to a minimal 15-op dataflow IR and c…	78	2956	active
dreamquark-ai/tabnet A PyTorch implementation of the TabNet deep learning architecture for tabular data, providing attentive, interpretable models for classific…	23	2955	stable
iscyy/ultralyticsPro A PyTorch-based collection of improved YOLO-family object detection models (YOLOv5 through YOLOv13, RT-DETR) with pluggable modules for bac…	48	2954	active
karpathy/char-rnn char-rnn is a Torch/Lua implementation of multi-layer recurrent neural networks (RNN, LSTM, GRU) for character-level language modeling. It …	32	12095	maintenance
wasserth/TotalSegmentator TotalSegmentator is a Python command-line tool that robustly segments over 100 anatomical structures in CT and MR images using deep learnin…	66	2952	active
leigest519/ScreenCoder ScreenCoder is a UI-to-code generation system that converts screenshots or design mockups into clean, editable HTML/CSS using a modular mul…	62	2951	active
zju3dv/LoFTR LoFTR is a detector-free local image feature matching method using Transformers, released with PyTorch inference and training code plus pre…	32	2950	stable
TylerYep/torchinfo torchinfo is a Python library that provides Keras-style model summaries for PyTorch, showing layer types, input/output shapes, parameter co…	67	2947	active
sunsmarterjie/yolov12 YOLOv12 is a PyTorch implementation of attention-centric real-time object detectors, published at NeurIPS 2025. It provides detection model…	59	2947	active
anyoptimization/pymoo pymoo is an open-source Python framework for single-, multi-, and many-objective optimization, offering state-of-the-art algorithms like NS…	81	2946	stable
microsoft/table-transformer Table Transformer (TATR) is a deep learning object detection model from Microsoft for detecting, recognizing, and extracting tables from un…	23	2939	active
KichangKim/DeepDanbooru DeepDanbooru is a Python/TensorFlow system that estimates Danbooru-style tags for anime-style girl images using multi-label classification.…	63	2937	active
turboderp/exllama ExLlama is a standalone Python/C++/CUDA implementation of the Llama architecture optimized for running 4-bit GPTQ quantized weights on mode…	29	2936	active
jeeliz/jeelizFaceFilter A lightweight JavaScript/WebGL library for real-time face detection and tracking from a camera feed via WebRTC, designed for building augme…	46	2928	active
Biohub/esm A Python library and model release providing ESMC protein language models, ESMFold2 structure prediction, and the ESM Atlas of 6.8 billion …	74	2927	active
InternLM/InternLM-XComposer InternLM-XComposer is a family of large vision-language models from the InternLM team, including XComposer2.5 for long-context multimodal u…	38	2925	active
keras-team/keras-tuner KerasTuner is a hyperparameter optimization framework for Keras models with a define-by-run syntax for configuring search spaces. It ships …	53	2923	active
state-spaces/s4 Official implementations of Structured State Space (S4) sequence models and related variants like S4D, HiPPO, and SaShiMi, built in PyTorch…	32	2919	active
Tencent-Hunyuan/HunyuanWorld-1.0 Tencent HunyuanWorld-1.0 is an open-source 3D world generation model that creates immersive, explorable, and interactive 3D worlds from tex…	53	2918	active
leggedrobotics/rsl_rl RSL-RL is a GPU-accelerated, lightweight reinforcement learning library for robotics research, featuring algorithms like PPO and Student-Te…	97	2916	active
bghira/SimpleTuner SimpleTuner is a Python fine-tuning toolkit for image, video, and audio diffusion models built on Hugging Face Diffusers. It provides a web…	92	2912	active
ogkalu2/comic-translate An AI-powered application and browser extension that automatically translates comics, manga, manhwa, webtoons, and BDs across many language…	90	2911	active
allenai/allennlp AllenNLP is an open-source NLP research library built on PyTorch for developing state-of-the-art deep learning models on linguistic tasks. …	10	11886	maintenance
zjunlp/EasyEdit EasyEdit is an easy-to-use knowledge editing framework for large language models, supporting methods that modify model parameters or steer …	71	2908	active
eric-mitchell/direct-preference-optimization A reference implementation of Direct Preference Optimization (DPO) for training language models from human preference data, built on Huggin…	29	2907	stable
Saiyan-World/goku Goku is a family of flow-based (rectified flow Transformer) foundation models for joint image and video generation, released by HKU and Byt…	23	2905	active
elixir-nx/nx Nx is an Elixir library providing multi-dimensional arrays (tensors) and numerical definitions with pluggable backends. The monorepo also i…	98	2901	active
llm-as-a-verifier/llm-as-a-verifier A Python framework that uses LLM token logprobs to produce fine-grained verification scores for agent trajectories without additional train…	58	2901	active
0xemmkty/QuantMuse A Python-based quantitative trading system combining factor analysis, ML models, and LLM-powered market analysis with real-time market data…	36	2900	active
mitsuba-renderer/mitsuba3 Mitsuba 3 is a research-oriented, retargetable rendering system for forward and inverse light transport simulation, written in C++17 on top…	94	2899	active
facebookresearch/omnilingual-asr An open-source multilingual speech recognition library from Meta AI supporting over 1,600 languages, including hundreds never previously co…	52	2898	active
decoderesearch/circuit-tracer A Python library for circuit tracing and attribution graphs in language model interpretability, based on cross-layer MLP transcoders. It co…	79	2897	active
learnables/learn2learn learn2learn is a PyTorch library for meta-learning research, providing utilities for few-shot task creation, high-level wrappers for algori…	48	2893	active
idootop/MagicMirror MagicMirror is a desktop application for instant AI face swapping in photos, built with Tauri. It runs entirely offline on standard hardwar…	37	2891	active
DamRsn/NeuralNote NeuralNote is an audio plugin (VST3/AU/Standalone) that performs audio-to-MIDI transcription using deep learning, based on Spotify's basic-…	28	2891	active
explosion/thinc Thinc is a lightweight deep learning library from the makers of spaCy offering a type-checked, functional-programming API for composing neu…	80	2890	active
sokrypton/ColabFold ColabFold is a set of tools and Google Colab notebooks that make protein structure prediction with AlphaFold2, AlphaFold3, ESMFold, and rel…	92	2889	active
enactic/openarm OpenArm is a fully open-source 7DOF humanoid robot arm (hardware, firmware, and software) designed for physical AI research and deployment …	69	2889	active
NVlabs/FoundationStereo FoundationStereo is NVIDIA's official PyTorch implementation of a foundation model for zero-shot stereo depth estimation, published as a CV…	47	2874	active
DLR-RM/rl-baselines3-zoo RL Baselines3 Zoo is a training framework for reinforcement learning agents built on Stable Baselines3. It provides CLI scripts for trainin…	92	2870	active
werner-duvaud/muzero-general A commented and documented PyTorch implementation of DeepMind's MuZero reinforcement learning algorithm, designed to be easily adapted to a…	32	2861	active
leigest519/OpenGame OpenGame is an open-source agentic framework for end-to-end web game creation from a single prompt, built around a reusable 'Game Skill' sy…	59	2859	active
Trusted-AI/AIF360 AI Fairness 360 is an open-source Python and R library from IBM Research providing fairness metrics, explanations, and bias mitigation algo…	62	2857	active
UX-Decoder/Semantic-SAM Official PyTorch implementation of Semantic-SAM, a universal image segmentation model that segments and recognizes anything at any desired …	33	2854	active
openmv/openmv OpenMV is an open-source machine vision platform consisting of camera hardware firmware programmable in Python 3 (MicroPython). The firmwar…	91	2850	active
TMElyralab/MuseV MuseV is a diffusion-based framework for generating high-fidelity virtual human videos of infinite length using a Visual Conditioned Parall…	25	2846	active
linto-ai/whisper-timestamped A Python library extending OpenAI's Whisper models to produce accurate word-level timestamps and confidence scores during multilingual spee…	79	2841	active
OpenGVLab/InternImage InternImage is a large-scale CNN-based vision foundation model that uses deformable convolutions as its core operator, released with pretra…	28	2841	stable
Y-Research-SBU/QuantHarness QuantHarness is a multi-agent LLM framework for high-frequency trading analysis, built on LangChain and LangGraph. Specialized agents compu…	62	2839	active
PythonOT/POT POT is an open-source Python library providing a large set of differentiable solvers for optimal transport problems, including exact and re…	89	2837	stable
mujocolab/mjlab mjlab is a Python framework that combines Isaac Lab's manager-based API with MuJoCo Warp, a GPU-accelerated version of MuJoCo, for reinforc…	85	2837	active
adapter-hub/adapters Adapters is a Python add-on library for HuggingFace Transformers that integrates 10+ parameter-efficient fine-tuning methods (bottleneck ad…	80	2826	active
Camb-ai/MARS5-TTS MARS5 is an open-source English text-to-speech model from CAMB.AI that uses a two-stage AR-NAR pipeline to generate expressive speech with …	14	2817	active
datachain-ai/datachain DataChain is a Python library that turns unstructured files in S3, GCS, and Azure into typed, versioned datasets queryable at warehouse spe…	86	2811	active
microsoft/MoGe MoGe is a deep learning model from Microsoft Research that recovers 3D geometry from a single open-domain image, predicting metric point ma…	66	2807	active
pytorch/xla PyTorch/XLA is a Python package that connects the PyTorch deep learning framework to XLA devices such as Google Cloud TPUs via the XLA deep…	69	2803	active
physical-superintelligence-lab/Psi0 Psi-Zero (Ψ₀) is an open vision-language-action (VLA) foundation model for dexterous humanoid loco-manipulation, combining a Qwen3-VL backb…	59	2802	active
KellerJordan/Muon Muon is a PyTorch optimizer for the hidden layers of neural networks, based on orthogonalized momentum updates via Newton-Schulz iteration.…	59	2801	active
huggingface/nanotron Nanotron is a minimalistic Python library from Hugging Face for pretraining large language models with 3D parallelism (data, tensor, and pi…	56	2800	active
kpu/kenlm KenLM is a C++ toolkit for estimating, filtering, and querying n-gram language models with modified Kneser-Ney smoothing. It is designed fo…	39	2799	stable
huawei-noah/HEBO A research monorepo from Huawei Noah's Ark Lab containing official implementations of Bayesian optimization, reinforcement learning, and ge…	52	2797	active
nutonomy/nuscenes-devkit The official Python devkit for the nuScenes dataset, a large-scale autonomous driving dataset from Motional. It provides dataset loading, v…	66	2796	stable
rom1504/clip-retrieval A Python toolkit for computing CLIP embeddings for images and text and building a semantic search/retrieval system on top of them. It inclu…	57	2795	active
facebook/Ax Ax is a Python platform for adaptive experimentation that uses machine learning (Bayesian and bandit optimization via BoTorch) to efficient…	95	2792	active
satijalab/seurat Seurat is an R toolkit for single-cell genomics developed by the Satija Lab, providing a complete pipeline for analyzing single-cell RNA-se…	92	2790	stable
lucidrains/DALLE2-pytorch A PyTorch implementation of OpenAI's DALL-E 2 text-to-image synthesis model, focusing on the diffusion prior network that predicts image em…	23	11306	maintenance