function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| MIC-DKFZ/medicaldetectiontoolkit A PyTorch framework providing 2D and 3D implementations of object detectors like Mask R-CNN, Retina Net, and Retina U-Net, tailored for med… | 32 | 1357 | abandoned |
| reiinakano/fast-style-transfer-deeplearnjs A browser-based demo of Fast Neural Style Transfer running entirely client-side with the deeplearn.js library, letting users stylize images… | 32 | 1351 | abandoned |
| NousResearch/atropos Atropos is a Python framework from Nous Research for building reinforcement learning environments that collect and evaluate LLM trajectorie… | 10 | 1351 | abandoned |
| ericjang/tdb TensorDebugger (TDB) is a visual debugger for TensorFlow deep learning models, combining a Python library with a Jupyter notebook extension… | 23 | 1350 | abandoned |
| NervanaSystems/ngraph nGraph is a C++ deep learning graph compiler that accelerates neural network workloads from frameworks like TensorFlow, ONNX, MXNet, and Py… | 10 | 1344 | abandoned |
| isl-org/PhotorealismEnhancement Research code and data from Intel Labs for the paper 'Enhancing Photorealism Enhancement', a neural network that makes rendered images (e.g… | 10 | 1334 | abandoned |
| facebookresearch/multipathnet A Torch-7 implementation of the MultiPath Network for object detection from the BMVC 2016 paper by Facebook AI Research, also supporting Fa… | 10 | 1331 | abandoned |
| trailbehind/DeepOSM DeepOSM is a Python application that trains neural networks with TensorFlow to classify roads and features in satellite imagery using OpenS… | 32 | 1330 | abandoned |
| onnx/onnx-tensorflow A Python library and CLI that converts ONNX machine learning models into TensorFlow models so they can be executed with TensorFlow. It is t… | 67 | 1328 | abandoned |
| dmotz/thing-translator Thing Translator is a web app that lets users point their phone or laptop camera at objects to hear how to say their names in a different l… | 32 | 1328 | abandoned |
| tf-coreml/tf-coreml A Python library that converts TensorFlow 1 frozen graph models (.pb) into Apple CoreML format for deployment on iOS devices. It is no long… | 23 | 1328 | abandoned |
| YonghaoHe/LFFD-A-Light-and-Fast-Face-Detector-for-Edge-Devices LFFD is a light and fast single-class object detection framework designed for edge devices, with pretrained models for face, head, pedestri… | 32 | 1323 | abandoned |
| IDSIA/brainstorm Brainstorm is a Python neural network library designed to be fast, flexible, and fun, supporting multiple computing backends. The project h… | 32 | 1322 | abandoned |
| bamos/dcgan-completion.tensorflow A TensorFlow implementation of semantic image inpainting using DCGANs, based on the paper 'Semantic Image Inpainting with Perceptual and Co… | 32 | 1316 | abandoned |
| ARM-software/armnn Arm NN is an open-source C++17 machine learning inference SDK that accelerates neural network execution on Arm Cortex-A CPUs, Mali GPUs, an… | 84 | 1315 | abandoned |
| kingfengji/gcForest Official Python implementation of gcForest, the multi-grained cascade deep forest algorithm proposed in the IJCAI-2017 paper 'Deep Forest: … | 32 | 1313 | abandoned |
| happynear/caffe-windows A Windows-specific fork of the Caffe deep learning framework with preconfigured Visual Studio project files, enabling users to build Caffe … | 23 | 1309 | abandoned |
| datitran/object_detector_app A Python application that performs real-time object recognition from a webcam or HLS video stream using TensorFlow's Object Detection API a… | 32 | 1305 | abandoned |
| haarnoja/sac The original reference implementation of Soft Actor-Critic (SAC), a deep reinforcement learning algorithm for training maximum entropy poli… | 32 | 1301 | abandoned |
| jfkirk/tensorrec TensorRec is a Python framework built on TensorFlow for developing and customizing recommendation algorithms. It handles data manipulation,… | 32 | 1299 | abandoned |
| piiswrong/deep3d Deep3D is a CNN-based research project that automatically converts 2D images and videos into 3D by estimating per-pixel depth maps and gene… | 32 | 1299 | abandoned |
| hunkim/word-rnn-tensorflow A TensorFlow implementation of multi-layer recurrent neural networks (LSTM/RNN) for training word-level language models, adapted from char-… | 32 | 1294 | abandoned |
| mitsuba-renderer/enoki Enoki is a C++17 header-only template library for structured vectorization and automatic differentiation of numerical code, compiling the s… | 10 | 1290 | abandoned |
| leehomyc/Faster-High-Res-Neural-Inpainting Research code implementing the CVPR 2017 paper 'High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis', written in Lua … | 32 | 1286 | abandoned |
| pluskid/Mocha.jl Mocha.jl is a deep learning framework for Julia, inspired by Caffe, providing modular layers, solvers, and support for training convolution… | 32 | 1284 | abandoned |
| Prinsphield/Wechat_AutoJump A Python bot that automatically plays the WeChat 'Jump Jump' mini-game using computer vision and a CNN coarse-to-fine model to locate the p… | 32 | 1280 | abandoned |
| rosejn/cortex Cortex is a Clojure machine learning library providing neural networks, regression, and feature learning on the JVM, with optional GPU acce… | 32 | 1271 | abandoned |
| kakaobrain/nerf-factory A PyTorch library collecting reimplementations of seven popular NeRF (Neural Radiance Fields) models such as NeRF, Mip-NeRF, DVGO, and Ref-… | 10 | 1271 | abandoned |
| chaoming0625/SentimentPolarityAnalysis A Python library for Chinese sentiment polarity analysis offering both lexicon-based scoring and classic ML classifiers (k-NN, Bayes, maxim… | 32 | 1267 | abandoned |
| reiinakano/xcessiv Xcessiv is a web-based Python application for building, tuning, and managing stacked machine learning ensembles. It provides a GUI for defi… | 23 | 1265 | abandoned |
| AtheMathmo/rusty-machine Rusty-machine is a general-purpose machine learning library written entirely in Rust, offering algorithms like regression, SVMs, neural net… | 10 | 1265 | abandoned |
| hollance/Forge Forge is a Swift library that wraps Apple's MPSCNN (Metal Performance Shaders CNN) framework to make it easier to build and run deep neural… | 32 | 1264 | abandoned |
| yahoo/CaffeOnSpark CaffeOnSpark is a Spark package that brings the Caffe deep learning framework to Hadoop and Spark clusters, enabling distributed neural net… | 10 | 1261 | abandoned |
| shekkizh/FCN.tensorflow A TensorFlow implementation of Fully Convolutional Networks (FCN) for semantic segmentation, based on the reference code from the original … | 32 | 1248 | abandoned |
| ivan-vasilev/neuralnetworks A Java library implementing deep learning algorithms and deep neural network architectures (MLPs, CNNs, RBMs, autoencoders, DBNs) with GPU … | 23 | 1236 | abandoned |
| atpaino/deep-text-corrector A TensorFlow research project that trains sequence-to-sequence deep learning models to correct small grammatical errors in short conversati… | 32 | 1235 | abandoned |
| Tencent/FeatherCNN FeatherCNN is a high-performance, lightweight CNN inference library developed by Tencent, targeting ARM CPUs on mobile (iOS/Android), embed… | 23 | 1227 | abandoned |
| google/prettytensor Pretty Tensor is a Python library providing a fluent, chainable builder API on top of TensorFlow for defining multi-layer neural networks. … | 10 | 1226 | abandoned |
| DmitryUlyanov/texture_nets Research code implementing the 'Texture Networks' paper for fast feed-forward texture synthesis and neural style transfer using Torch7. Onc… | 32 | 1225 | abandoned |
| xiph/LPCNet LPCNet is a low-complexity C implementation of the WaveRNN-based LPCNet neural vocoder for efficient speech synthesis and compression. It a… | 32 | 1221 | abandoned |
| wagenaartje/neataptic Neataptic is a JavaScript neural network library supporting architecture-free networks trained via neuro-evolution (NEAT) and fast backprop… | 23 | 1221 | abandoned |
| aesara-devs/aesara Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions over multi-dimensional arrays, for… | 10 | 1220 | abandoned |
| maum-ai/voicefilter An unofficial PyTorch implementation of Google AI's VoiceFilter system, which isolates a target speaker's voice from noisy mixed audio give… | 32 | 1219 | abandoned |
| annoviko/pyclustering pyclustering is a Python and C++ data mining library providing clustering algorithms, oscillatory network models, and neural networks, with… | 23 | 1216 | abandoned |
| facebookarchive/C3D C3D is a modified fork of BVLC Caffe that adds support for 3D convolution and pooling layers, enabling training and fine-tuning of 3D ConvN… | 10 | 1181 | abandoned |
| gpleiss/temperature_scaling A small PyTorch module implementing temperature scaling, a post-processing technique that calibrates the overconfident probability outputs … | 47 | 1175 | abandoned |
| glample/tagger A Named Entity Recognition (NER) tool implementing a state-of-the-art LSTM-CRF model that works across languages without gazetteers. It shi… | 32 | 1175 | abandoned |
| muricoca/crab Crab is a Python recommender engine library integrating classic collaborative filtering and information filtering algorithms with the scien… | 32 | 1175 | abandoned |
| hannes-brt/hebel Hebel is a GPU-accelerated deep learning library in Python built on PyCUDA, implementing feed-forward neural networks for classification an… | 23 | 1169 | abandoned |
| kootenpv/neural_complete Neural Complete is a generative LSTM-based autocomplete system trained on Python Keras source code to help write neural network code. It co… | 32 | 1159 | abandoned |
| mila-iqia/blocks Blocks is a Python framework for building and training neural network models on top of Theano. It provides parametrized operations called '… | 23 | 1152 | abandoned |
| NVIDIA/tensorflow NVIDIA's fork of TensorFlow 1.15 providing GPU support for newer NVIDIA hardware and CUDA libraries after Google stopped maintaining the TF… | 10 | 1148 | abandoned |
| linkedlist771/SoraWatermarkCleaner A deep learning tool that detects and removes the Sora2 watermark from AI-generated videos using a YOLO-based detector plus a restoration m… | 10 | 1148 | abandoned |
| eldar/pose-tensorflow A TensorFlow implementation of the DeeperCut and ArtTrack algorithms for human body pose estimation, supporting both single-person and mult… | 32 | 1141 | abandoned |
| mateogianolio/ocr A JavaScript library that trains a multi-layer perceptron neural network to perform optical character recognition on digits and characters.… | 32 | 1132 | abandoned |
| omoindrot/tensorflow-triplet-loss A TensorFlow implementation of triplet loss with online triplet mining strategies (batch all and batch hard), for training embedding models… | 32 | 1126 | abandoned |
| VikParuchuri/texify Texify is a deep-learning OCR model that converts images or PDFs containing math into markdown and LaTeX renderable by MathJax. It handles … | 10 | 1126 | abandoned |
| nv-tlabs/ASE ASE (Adversarial Skill Embeddings) is a research codebase from NVIDIA for training reusable low-level skill controllers for physically simu… | 57 | 1118 | abandoned |
| da03/Attention-OCR A Python/TensorFlow implementation of a visual attention-based OCR model that combines a sliding CNN, an LSTM, and an attention decoder to … | 32 | 1117 | abandoned |
| szad670401/end-to-end-for-chinese-plate-recognition An end-to-end Chinese license plate recognition model based on MXnet, using multi-label classification. It was trained on ~500k synthetic r… | 32 | 1117 | abandoned |
| pbloem/former A minimal, from-scratch implementation of the transformer architecture in PyTorch, accompanying a tutorial blog post on how modern transfor… | 37 | 1097 | abandoned |
| carpedm20/DiscoGAN-pytorch A PyTorch implementation of DiscoGAN, a generative adversarial network that discovers cross-domain relations in an unsupervised manner. It … | 32 | 1095 | abandoned |
| MarvinTeichmann/tensorflow-fcn A single-file TensorFlow implementation of Fully Convolutional Networks (FCN) for semantic segmentation, using VGG16 weights loaded from a … | 32 | 1094 | abandoned |
| spragunr/deep_q_rl A Theano/Lasagne-based implementation of the Deep Q-Network (DQN) algorithm from DeepMind's Atari reinforcement learning papers. It trains … | 32 | 1094 | abandoned |
| dmlc/minpy MinPy is a Python library providing a pure NumPy interface backed by MXNet, automatically dispatching operators to GPU when available and f… | 10 | 1094 | abandoned |
| neuronika/neuronika Neuronika is a machine learning framework written in pure Rust providing tensors and dynamic neural networks with reverse-mode automatic di… | 32 | 1085 | abandoned |
| alexgkendall/caffe-segnet A modified version of the Caffe deep learning framework implementing SegNet, a deep convolutional encoder-decoder architecture for semantic… | 32 | 1083 | abandoned |
| xioTechnologies/Gait-Tracking-With-x-IMU MATLAB source code for a foot-mounted IMU gait tracking algorithm that estimates position via dead reckoning, with drift corrected at each … | 32 | 1071 | abandoned |
| databricks/spark-sklearn A deprecated Python library from Databricks that integrates scikit-learn with Apache Spark, primarily to distribute grid-search cross-valid… | 10 | 1071 | abandoned |
| openai/InfoGAN Official research code from OpenAI for reproducing results of the InfoGAN paper, an information-theoretic extension to GANs that learns dis… | 10 | 1069 | abandoned |
| isl-org/MultiObjectiveOptimization Source code for the NeurIPS 2018 paper 'Multi-Task Learning as Multi-Objective Optimization', implementing the MGDA_UB algorithm for multi-… | 10 | 1068 | abandoned |
| NVIDIA/sentiment-discovery A deprecated PyTorch codebase from NVIDIA for large-scale unsupervised language model pretraining and transfer to sentiment and emotion cla… | 23 | 1065 | abandoned |
| google/jaxopt JAXopt is a Python library providing hardware-accelerated, batchable, and differentiable optimizers built on JAX, including implicit differ… | 72 | 1061 | abandoned |
| DeepLearningKit/DeepLearningKit DeepLearningKit is an open-source deep learning framework for Apple's iOS, OS X and tvOS, written in Swift and using Metal for GPU-accelera… | 32 | 1059 | abandoned |
| facebookarchive/fbcunn Facebook AI Research's CUDA-accelerated deep learning extension modules for the Torch-7 framework, including fast FFT-based convolutions, m… | 10 | 1059 | abandoned |
| tensorflow/tfjs-node tfjs-node was the Node.js native binding for TensorFlow.js, providing accelerated training and inference of ML models in JavaScript server … | 10 | 1055 | abandoned |
| shiyybua/NER A Chinese named entity recognition (NER) system built with TensorFlow, using a bidirectional RNN combined with a CRF layer for sequence lab… | 32 | 1054 | abandoned |
| tangjianpku/LINE LINE is a C++ toolkit for embedding very large-scale information networks into low-dimensional vectors, supporting directed, undirected, bi… | 32 | 1053 | abandoned |
| google/lightweight_mmm LightweightMMM is a Python library for Bayesian Marketing Mix Modeling (MMM) built on JAX and Numpyro, helping advertisers measure media ch… | 10 | 1053 | abandoned |
| basveeling/wavenet A Keras implementation of DeepMind's WaveNet, a generative neural network model for raw audio synthesis. It supports training on datasets l… | 32 | 1052 | abandoned |
| facebookresearch/VMZ VMZ is a model zoo from Facebook AI's Computer Vision team providing Caffe2 and PyTorch implementations of video classification models such… | 10 | 1052 | abandoned |
| leng-yue/Lengyue-Vcode A library for recognizing and solving CAPTCHA challenges from Tencent, Yidun (NetEase), and Vaptcha verification systems. The project has b… | 10 | 1051 | abandoned |
| carpedm20/NTM-tensorflow A TensorFlow implementation of the Neural Turing Machine (NTM) architecture with an LSTM controller and support for multiple read/write hea… | 32 | 1047 | abandoned |
| NVIDIA-AI-IOT/redtail NVIDIA Redtail provides deep learning and computer vision components for autonomous visual navigation of drones and ground vehicles, center… | 23 | 1047 | abandoned |
| openai/supervised-reptile Official research code for the Reptile meta-learning algorithm from the paper 'On First-Order Meta-Learning Algorithms'. It trains and eval… | 10 | 1044 | abandoned |
| digital-standard/ThreeDPoseTracker A Unity-based Windows application that estimates 3D human pose from video or webcam input using an ONNX neural network model via Unity Barr… | 23 | 1042 | abandoned |
| KevinGong2013/ChineseIDCardOCR A deprecated Swift library for optical character recognition of Chinese second-generation ID cards on iOS, using Vision and CoreML. It has … | 32 | 1025 | abandoned |
| andrewgordonwilson/bayesgan TensorFlow implementation of the Bayesian GAN from the NIPS 2017 paper by Saatchi and Wilson, which places conditional posteriors over gene… | 32 | 1013 | abandoned |
| graykode/gpt-2-Pytorch A compact PyTorch reimplementation of OpenAI's GPT-2 for text generation, loading Hugging Face's converted pre-trained weights. It provides… | 32 | 1013 | abandoned |
| coreylynch/async-rl A TensorFlow + Keras implementation of asynchronous 1-step Q-learning from the DeepMind 'Asynchronous Methods for Deep Reinforcement Learni… | 32 | 1003 | abandoned |
| ComfyUI ComfyUI is a modular, node-graph based GUI, API, and backend for running diffusion models and other generative AI models to create images, … | 94 | 131372 | stable |
| immich-app/immich Immich is a high-performance, self-hosted photo and video management solution that serves as a Google Photos alternative. It consists of a … | 94 | 113358 | active |
| hacksider/Deep-Live-Cam Deep-Live-Cam is a Python application that performs real-time face swapping on webcam feeds and one-click video deepfakes using only a sing… | 89 | 96478 | active |
| vllm-project/vllm vLLM is a high-throughput, memory-efficient inference and serving engine for large language models, featuring PagedAttention, continuous ba… | 98 | 90907 | active |
| OpenCV OpenCV is the de facto open-source computer vision library, providing thousands of optimized algorithms for image and video processing, fea… | 89 | 90707 | stable |
| netdata/netdata Netdata is an open-source, real-time infrastructure monitoring and observability platform with a lightweight agent that collects per-second… | 99 | 80424 | stable |
| opendatalab/MinerU MinerU is a document parsing tool that converts PDFs, images, DOCX, PPTX, and XLSX files into machine-readable Markdown and JSON. It handle… | 88 | 79098 | active |
| OpenBB-finance/OpenBB OpenBB's Open Data Platform (ODP) is an open-source Python toolset that integrates proprietary, licensed, and public financial data sources… | 90 | 72646 | active |
| Docling Docling is a Python library that parses and converts documents across many formats (PDF, DOCX, PPTX, XLSX, HTML, images, audio, and more) i… | 87 | 65957 | active |
| Pathway Pathway is a Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG applications. It provides a unified Py… | 98 | 62346 | active |