domain: machine-learning
3991 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| yuchenlin/rebiber Rebiber is a Python CLI tool that replaces unofficial or arXiv BibTeX entries with official records from DBLP or the ACL Anthology, keeping… | 87 | 3031 | active |
| lammps/lammps LAMMPS (Large-scale Atomic/Molecular Massively Parallel Simulator) is an open-source classical molecular dynamics simulation code focused o… | 94 | 3029 | stable |
| 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 |
| osmr/imgclsmob A research sandbox providing (re)implementations of numerous deep learning computer vision models for classification, segmentation, detecti… | 23 | 3016 | 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 |
| benedekrozemberczki/pytorch_geometric_temporal PyTorch Geometric Temporal is a temporal (dynamic) extension library for PyTorch Geometric providing spatiotemporal signal processing with … | 68 | 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 |
| 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 |
| 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 |
| ekzhu/datasketch datasketch is a Python library of probabilistic data structures (MinHash, Weighted MinHash, HyperLogLog, HyperLogLog++) and indexes (MinHas… | 91 | 2959 | stable |
| 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 |
| 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 |
| KevinWang676/Bark-Voice-Cloning A one-click hub of Gradio Web UIs and Colab notebooks for open-source voice cloning, TTS, and voice conversion models including Bark, GPT-S… | 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 |
| 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 |
| signerless/llm-checker A Node.js CLI tool that scans your hardware (GPU, VRAM, CPU, memory) and recommends which LLM or small language models you can run locally,… | 84 | 2935 | 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 |
| michaelfeil/infinity Infinity is a high-throughput, low-latency serving engine that exposes text-embedding, reranking, CLIP, CLAP and ColPali models via an Open… | 63 | 2917 | 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 |
| 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 |
| kubernetes-sigs/kueue Kueue is a Kubernetes-native job queueing system providing APIs and controllers that decide when batch, HPC, and AI/ML workloads should be … | 95 | 2906 | 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| whylabs/whylogs whylogs is an open-source Python data logging library for machine learning models and data pipelines. It profiles datasets with privacy-pre… | 34 | 2831 | active |
| superlinked/sie SIE (Superlinked Inference Engine) is an open-source, self-hosted inference server and production cluster that serves 100+ open models (emb… | 92 | 2830 | 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 |
| leptonai/leptonai LeptonAI is a Python library and `lep` CLI for operating NVIDIA DGX Cloud Lepton, a platform that unifies global GPU compute for AI develop… | 94 | 2825 | 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 |
| google-research/kubric Kubric is a data generation pipeline from Google Research for creating semi-realistic synthetic multi-object videos with rich annotations l… | 60 | 2808 | 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 |
| Mega4alik/ollm oLLM is a lightweight Python library for large-context LLM inference built on Hugging Face Transformers and PyTorch. It offloads weights an… | 60 | 2788 | active |
| Luce-Org/lucebox Lucebox is an open-source LLM inference engine written in C++ with custom CUDA/HIP kernels, focused on speculative decoding and speculative… | 59 | 2788 | active |
| numz/ComfyUI-SeedVR2_VideoUpscaler The official ComfyUI integration of ByteDance's SeedVR2 model for high-quality video and image upscaling, provided as custom nodes. It can … | 54 | 2786 | active |
| huggingface/setfit SetFit is a Python library for efficient, prompt-free few-shot fine-tuning of Sentence Transformers for text classification. It achieves hi… | 64 | 2784 | active |
| rhasspy/piper Piper is a fast, local neural text-to-speech system that runs offline on modest hardware, including Raspberry Pi devices. It offers many pr… | 10 | 11281 | maintenance |
| mll-lab-nu/RAGEN RAGEN is a Python framework for training reasoning LLM agents with multi-turn reinforcement learning using the StarPO algorithm. It also pr… | 65 | 2778 | active |
| FasterDecoding/Medusa Medusa is a framework that accelerates LLM text generation by adding multiple decoding heads to an existing model, avoiding the need for a … | 18 | 2770 | active |
| autodistill/autodistill Autodistill is a Python library that uses large foundation vision models (like Grounding DINO, Grounded SAM, and CLIP) to automatically lab… | 29 | 2763 | active |
| Stan Stan is a C++ probabilistic programming library for full Bayesian inference via NUTS/Hamiltonian Monte Carlo, approximate inference via ADV… | 86 | 2761 | stable |
| kha-white/manga-ocr Manga OCR is a Python library providing optical character recognition for Japanese text, focused on Japanese manga. It uses a custom end-to… | 90 | 2758 | stable |
| apple/turicreate Turi Create is a Python library from Apple that simplifies building custom machine learning models for tasks like image classification, obj… | 10 | 11159 | maintenance |
| voxelmorph/voxelmorph VoxelMorph is a Python library for learning-based image registration and alignment, using unsupervised deep learning to model deformations … | 76 | 2748 | active |
| pyro-ppl/numpyro NumPyro is a lightweight probabilistic programming library providing a NumPy backend for Pyro, built on JAX for automatic differentiation a… | 89 | 2746 | active |
| artidoro/qlora QLoRA is the official implementation of the QLoRA paper, an efficient finetuning approach that backpropagates through a frozen 4-bit quanti… | 29 | 10998 | maintenance |
| Bytez-com/docs Bytez is a serverless model inference platform offering a unified API with a single key to run 175k+ open and closed-source AI models (LLMs… | 56 | 2718 | active |
| prophesier/diff-svc Diff-SVC is a deep learning project that performs singing voice conversion using diffusion models, transforming input singing audio into a … | 62 | 2717 | active |
| mljs/ml ml.js is an umbrella library bundling the mljs organization's machine learning tools for JavaScript, including clustering, classification, … | 23 | 2715 | active |
| intel/neural-compressor Intel Neural Compressor is an open-source Python library providing state-of-the-art low-bit quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4),… | 92 | 2704 | active |
| yuweihao/MambaOut MambaOut is a PyTorch implementation of Gated CNN models from the CVPR 2025 paper 'MambaOut: Do We Really Need Mamba for Vision?', which qu… | 19 | 2704 | stable |