domain: machine-learning
3991 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| clj-python/libpython-clj A Clojure library providing deep bidirectional integration between the JVM and Python, allowing Clojure/Java code to call Python libraries … | 76 | 1206 | active |
| willisma/SiT Official PyTorch implementation of Scalable Interpolant Transformers (SiT), a family of generative models built on Diffusion Transformers t… | 53 | 1206 | active |
| dexsuite/dex-retargeting A Python library of retargeting optimizers that translate human hand motion (from video or pose datasets) into robot dexterous hand joint c… | 37 | 1205 | active |
| JuliaNLSolvers/Optim.jl Optim.jl is a pure-Julia library for univariate and multivariate function optimization, focused on unconstrained local minimization with al… | 96 | 1204 | stable |
| ICT-FinD-Lab/alphagen AlphaGen is a Python research library that automatically generates formulaic alpha (predictive) stock factors using reinforcement learning,… | 70 | 1204 | active |
| dendenxu/fast-gaussian-rasterization A drop-in replacement for diff-gaussian-rasterization that renders 3D Gaussian Splatting scenes using a geometry-shader-based GPU pipeline … | 19 | 1202 | active |
| NVIDIA/kvpress kvpress is a Python library from NVIDIA that implements multiple KV cache compression methods and benchmarks for long-context LLM inference… | 86 | 1201 | active |
| dartsim/dart DART (Dynamic Animation and Robotics Toolkit) is an open-source, research-focused C++ physics engine for robotics, animation, and machine l… | 98 | 1199 | active |
| basetenlabs/truss Truss is a Python CLI and packaging framework for deploying and serving AI/ML models in production, primarily on the Baseten platform. It h… | 96 | 1199 | active |
| xorbitsai/xorbits Xorbits is an open-source distributed computing framework that scales Python data science and machine learning workloads from a laptop to l… | 64 | 1199 | active |
| Artelnics/opennn OpenNN is an open-source C++ library for building, training, and deploying neural networks for advanced analytics. It is dependency-free, o… | 97 | 1198 | active |
| openvinotoolkit/nncf NNCF is Intel's Neural Network Compression Framework, a Python library providing post-training and training-time compression algorithms (qu… | 94 | 1197 | active |
| toshas/torch-fidelity A PyTorch library providing accurate and efficient implementations of generative model evaluation metrics such as FID, Inception Score, KID… | 70 | 1197 | active |
| autonomousvision/stylegan-t Official training code for StyleGAN-T, an ICML 2023 paper on fast large-scale text-to-image synthesis using GANs. It provides dataset prepa… | 31 | 1197 | active |
| DeepRec-AI/DeepRec DeepRec is a high-performance deep learning framework for recommendation models, built on TensorFlow 1.15 with Intel and NVIDIA TensorFlow … | 24 | 1197 | active |
| haidog-yaqub/MeanFlow An unofficial PyTorch implementation of MeanFlow and iMF, one-step generative modeling methods based on flow matching. It provides config-d… | 59 | 1196 | active |
| qualcomm/ai-hub-models Qualcomm AI Hub Models is a curated collection of 300+ state-of-the-art machine learning models (vision, audio, speech, generative AI) pre-… | 89 | 1195 | active |
| cvs-health/uqlm UQLM is a Python library for detecting LLM hallucinations using uncertainty quantification techniques. It provides five categories of score… | 86 | 1195 | active |
| EvolvingLMMs-Lab/LLaVA-OneVision-2 A fully open framework for training multimodal large language models, releasing models, datasets, and training recipes for the LLaVA-OneVis… | 72 | 1195 | active |
| omicverse/omicverse OmicVerse is a Python library for multi-omics analysis covering bulk, single-cell, and spatial RNA-seq workflows. It is part of the scverse… | 94 | 1193 | active |
| Cerebras/modelzoo Cerebras Model Zoo is a collection of reference deep learning model implementations (Llama, Mixtral, DINOv2, Llava, etc.) with configs and … | 77 | 1193 | active |
| deepfence/FlowMeter FlowMeter is a Go utility that analyzes network packet headers, groups packets into flows, and uses machine learning to classify flows as b… | 10 | 1193 | active |
| jncraton/languagemodels A Python library providing simple building blocks for running large language models locally with as little as 512MB of RAM. It offers instr… | 60 | 1192 | active |
| microsoft/RecAI RecAI is a Microsoft research project exploring ways to integrate large language models into recommender systems (LLM4Rec). It includes a c… | 56 | 1192 | active |
| trianglesplatting/triangle-splatting Official implementation of 'Triangle Splatting for Real-Time Radiance Field Rendering' (3DV 2026), which uses 3D triangles as rendering pri… | 43 | 1191 | active |
| a-r-j/graphein Graphein is a Python library for constructing graph and mesh representations of proteins, RNA, molecules, and biological interaction networ… | 76 | 1190 | active |
| getkeops/keops KeOps (pykeops) is a Python library for computing kernel reductions over large arrays on CPUs and GPUs using efficient C++/CUDA routines wi… | 65 | 1189 | active |
| CNugteren/CLBlast CLBlast is a lightweight, tunable OpenCL BLAS library written in C++11 that implements basic linear algebra subprograms for vectors and mat… | 70 | 1186 | stable |
| pymc-labs/CausalPy CausalPy is a Python package for causal inference in quasi-experimental settings, offering methods like difference-in-differences, syntheti… | 94 | 1185 | active |
| Oxen-AI/Oxen Oxen is a fast data version control system written in Rust that versions large datasets (images, audio, video, text, parquet) with a git-li… | 96 | 1184 | active |
| chakki-works/seqeval seqeval is a Python library for evaluating sequence labeling tasks such as named-entity recognition, part-of-speech tagging, and semantic r… | 23 | 1184 | stable |
| mlmed/torchxrayvision TorchXRayVision is an open-source PyTorch library providing pre-trained deep learning models and a unified interface for publicly available… | 91 | 1183 | active |
| functime-org/functime functime is a Python library for production-ready global forecasting and time-series feature extraction on large panel datasets, built on l… | 70 | 1183 | active |
| msracver/Deformable-ConvNets Official MXNet implementation of Deformable Convolutional Networks (ICCV 2017) and R-FCN, including deformable convolution and ROI pooling … | 32 | 4121 | maintenance |
| shawwn/llama-dl A shell script that provides high-speed curl-based downloads of Meta's LLaMA model weights (7B, 13B, 30B, 65B), fetching all weights in und… | 30 | 4114 | maintenance |
| Facico/Chinese-Vicuna Chinese-Vicuna is a low-resource LLaMA+LoRA solution for building Chinese instruction-following language models, structured after Alpaca. I… | 38 | 4113 | maintenance |
| ddlBoJack/emotion2vec Official PyTorch implementation of emotion2vec, a self-supervised pre-trained model for speech emotion representation. It provides code for… | 27 | 1179 | active |
| higgsfield-ai/higgsfield Higgsfield is an open-source GPU orchestration and machine learning framework for fault-tolerant, distributed training of very large models… | 23 | 4106 | maintenance |
| langchain-ai/openevals OpenEvals is a library of readymade evaluators for testing LLM applications, including LLM-as-judge evaluators and reference-based/referenc… | 86 | 1178 | active |
| ubicomplab/rPPG-Toolbox rPPG-Toolbox is an open-source Python toolbox for camera-based physiological sensing (remote photoplethysmography), enabling heart rate and… | 51 | 1178 | active |
| balancap/SSD-Tensorflow A TensorFlow re-implementation of the Single Shot MultiBox Detector (SSD) for object detection, including VGG-based SSD-300 and SSD-512 net… | 32 | 4101 | maintenance |
| AlgRUC/JittorGeometric JittorGeometric is a graph machine learning library built on the Jittor deep learning framework, providing implementations of 40+ Graph Neu… | 62 | 1177 | active |
| Tencent-Hunyuan/MixGRPO MixGRPO is a research framework from Tencent Hunyuan implementing a mixed ODE-SDE GRPO algorithm for efficient reinforcement learning fine-… | 58 | 1177 | active |
| tjiiv-cprg/EPro-PnP EPro-PnP is a probabilistic Perspective-n-Points (PnP) layer for end-to-end 6DoF monocular object pose estimation networks, built on PyTorc… | 41 | 1175 | stable |
| MIC-DKFZ/batchgenerators A Python framework for data augmentation of 2D and 3D images, developed by the German Cancer Research Center for medical image classificati… | 71 | 1173 | stable |
| chongzhou96/EdgeSAM EdgeSAM is the official PyTorch implementation of a distilled, accelerated variant of the Segment Anything Model (SAM) designed for on-devi… | 37 | 1173 | active |
| princeton-nlp/MeZO MeZO is a memory-efficient zeroth-order optimizer that fine-tunes language models using only forward passes, with the same memory footprint… | 29 | 1173 | stable |
| bytedance/1d-tokenizer A research repository from ByteDance containing code and pretrained model weights for 1D visual tokenizers (TiTok, TA-TiTok, FlowTok) and i… | 29 | 1172 | active |
| magicleap/SuperGluePretrainedNetwork SuperGlue is a PyTorch implementation of a graph neural network with an optimal matching layer that matches sparse image features between t… | 32 | 4072 | maintenance |
| onnx/onnxmltools ONNXMLTools is a Python library that converts machine learning models from various toolkits (Keras/TensorFlow, scikit-learn, Core ML, XGBoo… | 78 | 1170 | active |
| baidu-research/warp-ctc A fast parallel implementation of the Connectionist Temporal Classification (CTC) loss function for CPU and CUDA GPU, with a simple C inter… | 32 | 4069 | maintenance |
| jenly1314/MLKit MLKit is an easy-to-use Kotlin wrapper library around Google ML Kit for Android, exposing text recognition, barcode scanning, image labelin… | 79 | 1168 | active |
| CarlGao4/Demucs-Gui A graphical desktop application wrapping the Demucs AI music source-separation model, letting users split songs into stems (vocals, drums, … | 46 | 1168 | active |
| iver56/torch-audiomentations A PyTorch library for fast audio data augmentation, inspired by audiomentations. It provides GPU-accelerated, differentiable audio transfor… | 58 | 1167 | active |
| SuperBruceJia/EEG-DL EEG-DL is a deep learning library built on TensorFlow for classifying EEG signals, supporting many architectures including CNNs, RNNs, GCNs… | 47 | 1167 | active |
| Object Detection Metrics A Python toolkit implementing the most popular metrics (AP, mAP, precision-recall curves) used to evaluate object detection algorithms, wit… | 50 | 1166 | stable |
| GaParmar/clean-fid Clean-FID is a PyTorch library for computing the Frechet Inception Distance (FID) with correct image resizing and quantization steps, fixin… | 48 | 1166 | stable |
| sksq96/pytorch-summary A PyTorch library providing a Keras-style model.summary() that prints layer types, output shapes, parameter counts, and memory estimates. I… | 32 | 4053 | maintenance |
| facebookresearch/VideoPose3D A PyTorch implementation of CVPR 2019 research on 3D human pose estimation in video using temporal convolutions over 2D keypoint trajectori… | 10 | 4052 | maintenance |
| yosinski/deep-visualization-toolbox A GUI toolbox for visualizing and understanding deep neural networks, showing per-unit activations, backprop/deconv, and regularized-optimi… | 32 | 4051 | maintenance |
| lmstudio-ai/mlx-engine mlx-engine is the Apple MLX-based LLM inference engine that powers LM Studio on Mac, built on mlx-lm with support for vision models via mlx… | 67 | 1165 | active |
| Text-to-Audio/AudioLCM AudioLCM is a PyTorch implementation of an ACM-MM'24 paper for efficient, high-quality text-to-audio generation using latent consistency mo… | 37 | 1165 | active |
| thunlp/OpenKE OpenKE is an open-source PyTorch-based toolkit for knowledge graph embedding (knowledge representation learning), with C++ accelerated data… | 32 | 4047 | maintenance |
| majianjia/nnom NNoM is a high-level neural network inference library written in C for microcontrollers. It converts Keras models into optimized on-device … | 23 | 1164 | stable |
| facebookresearch/encodec EnCodec is a deep learning based neural audio codec from Meta AI that compresses mono 24 kHz and stereo 48 kHz audio to bitrates from 1.5 t… | 32 | 4041 | maintenance |
| 3D ResNets for Action Recognition A PyTorch implementation of 3D ResNet and R(2+1)D models for video action recognition, accompanying CVPR 2018 and related papers. It includ… | 23 | 4038 | maintenance |
| soniqo/speech-swift An open-source Swift toolkit for on-device speech AI on Apple Silicon, providing ASR, TTS, speech-to-speech, VAD, and speaker diarization v… | 83 | 1161 | active |
| meta-pytorch/torchcodec TorchCodec is a PyTorch-native library for decoding and encoding videos, audio, and images into PyTorch tensors on CPU and CUDA GPU, built … | 87 | 1160 | active |
| LibCity/Bigscity-LibCity LibCity is an open-source PyTorch library for urban spatial-temporal data mining, providing a unified pipeline for traffic prediction resea… | 23 | 1157 | active |
| fundamentalvision/Deformable-DETR Official PyTorch implementation of Deformable DETR, an efficient end-to-end object detector that uses deformable attention to fix DETR's sl… | 32 | 4015 | maintenance |
| NVIDIA-NeMo/Gym NeMo Gym is a Python library from NVIDIA for evaluating and improving LLM models and agents using environments. It provides infrastructure … | 80 | 1156 | active |
| gemelo-ai/vocos Vocos is a fast neural vocoder that synthesizes audio waveforms from acoustic features such as mel-spectrograms or EnCodec tokens. It uses … | 65 | 1155 | stable |
| deepmodeling/Uni-Mol Uni-Mol is a collection of 3D molecular representation learning frameworks and pretrained models for tasks like molecule property predictio… | 34 | 1155 | active |
| TJU-Aerial-Robotics/YOPO YOPO is a learning-based one-stage planner for quadrotor autonomous navigation in obstacle-dense environments, integrating perception, mapp… | 79 | 1153 | active |
| apple/ml-clara CLaRa is Apple's open-source end-to-end Retrieval-Augmented Generation model that compresses documents into continuous latent representatio… | 43 | 1153 | active |
| quark0/darts DARTS is the official PyTorch implementation of the ICLR 2019 paper 'DARTS: Differentiable Architecture Search', which performs neural arch… | 32 | 3997 | maintenance |
| shyamsn97/mario-gpt MarioGPT is a Python library and finetuned GPT2 model that generates playable Super Mario Bros levels from text prompts. It accompanies the… | 21 | 1152 | active |
| TensorSpeech/TensorFlowTTS TensorFlowTTS is a Python library providing real-time state-of-the-art text-to-speech architectures (Tacotron-2, FastSpeech/FastSpeech2, Me… | 23 | 3995 | maintenance |
| easystats/performance An R package from the easystats ecosystem that computes indices of model quality and goodness of fit, such as R-squared, RMSE, ICC, AIC, an… | 92 | 1151 | active |
| DennisLiu1993/Fastest_Image_Pattern_Matching A C++ library implementing an accelerated Normalized Cross Correlation (NCC)-based template matching and image alignment algorithm, based o… | 61 | 1151 | active |
| naurril/SUSTechPOINTS SUSTechPOINTS is a web-based 3D point cloud annotation platform for labeling LiDAR data with 3D bounding boxes, aimed at autonomous driving… | 62 | 1150 | active |
| amazon-science/mm-cot Official PyTorch implementation of the paper 'Multimodal Chain-of-Thought Reasoning in Language Models', which adds vision features to a tw… | 31 | 3985 | maintenance |
| lhotse-speech/lhotse Lhotse is a Python library for flexible, scalable preparation of multimodal (speech, audio, video, image, text) data for machine learning, … | 89 | 1149 | active |
| PKU-Alignment/omnisafe OmniSafe is a PyTorch-based infrastructural framework for safe reinforcement learning research, providing a unified modular toolkit and com… | 27 | 1149 | active |
| brightmart/albert_zh A repository providing pre-trained ALBERT models for Chinese language, implemented in TensorFlow with PyTorch and Keras conversions. It inc… | 32 | 3982 | maintenance |
| JDAI-CV/fast-reid FastReID is a PyTorch-based research platform implementing state-of-the-art re-identification algorithms for persons, vehicles, and faces. … | 23 | 3981 | maintenance |
| bodaay/HuggingFaceModelDownloader A Go-based CLI utility for downloading models and datasets from the HuggingFace Hub with parallel, resumable downloads. It includes an inte… | 87 | 1147 | active |
| open-gigaai/giga-world-1 GigaWorld-1 is an open-source framework providing training, inference, data processing, checkpoint conversion, and LoRA merge workflows for… | 54 | 1147 | active |
| simpler-env/SimplerEnv SIMPLER (SimplerEnv) is a collection of simulated environments built on SAPIEN/ManiSkill for evaluating real-world robot manipulation polic… | 51 | 1147 | active |
| snipsco/snips-nlu Snips NLU is a Python library (with a Rust core) that extracts structured meaning from natural language text by detecting user intents and … | 23 | 3973 | maintenance |
| google/lyra Lyra is a very low-bitrate speech codec from Google that combines traditional codec techniques with generative machine learning models to c… | 23 | 3973 | maintenance |
| ShiqiYu/OpenGait OpenGait is a flexible and extensible Python framework for gait recognition research, providing implementations of state-of-the-art models … | 67 | 1146 | active |
| midas-research/audino Audino is an open-source, self-hosted web application for annotating audio, supporting transcription, labeling, and speaker-related tasks. … | 52 | 1146 | active |
| okooo5km/HiPixel HiPixel is a native macOS app for AI-powered image super-resolution, built with SwiftUI and using Upscayl's AI models. It offers batch upsc… | 76 | 1145 | active |
| sgl-project/SpecForge SpecForge is a Python framework from the SGLang team for training speculative decoding models such as EAGLE/EAGLE3 draft heads. Trained mod… | 64 | 1145 | active |
| gopherdata/gophernotes Gophernotes is a Go kernel for Jupyter notebooks and nteract that lets you write and evaluate Go code interactively in a browser-based note… | 23 | 3967 | maintenance |
| extropic-ai/thrml THRML is a JAX library for building and sampling probabilistic graphical models, focused on efficient block Gibbs sampling of energy-based … | 71 | 1144 | active |
| ScorpioLea/AiCE AiCE is a Python tool that predicts high-fitness protein mutations by sampling sequences from protein inverse folding models such as Protei… | 40 | 1144 | active |
| facebookresearch/fairseq2 fairseq2 is a PyTorch-based sequence modeling toolkit from Meta FAIR for training custom models for content generation tasks such as langua… | 89 | 1143 | active |
| callous-youth/BOAT BOAT is a PyTorch-based library providing a compositional, operation-level toolbox for gradient-based bi-level optimization (BLO). It decom… | 87 | 1143 | active |