function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| mapbox/robosat RoboSat is an end-to-end Python pipeline for semantic segmentation and feature extraction from aerial and satellite imagery, identifying fe… | 63 | 2064 | abandoned |
| lxe/simple-llm-finetuner A beginner-friendly Gradio web UI for fine-tuning LLMs (LLaMA, GPT-2) using LoRA via the Hugging Face PEFT library on consumer NVIDIA GPUs.… | 30 | 2053 | abandoned |
| cmu-db/peloton Peloton is a self-driving SQL database management system with integrated AI components for autonomous optimization of hybrid workloads. It … | 10 | 2050 | abandoned |
| ryankiros/skip-thoughts A Python implementation of the Skip-Thought Vectors paper, providing a sent2vec encoder that maps sentences to fixed 4800-dimensional vecto… | 32 | 2047 | abandoned |
| intel/intel-extension-for-pytorch A Python package extending official PyTorch with Intel-specific optimizations for CPUs and GPUs, including quantization and LLM inference a… | 10 | 2011 | abandoned |
| keras-team/keras-applications Keras Applications provides reference implementations of popular deep learning models (e.g., ResNet, VGG, MobileNet) for use with Keras. Th… | 10 | 1990 | abandoned |
| facebookresearch/video-nonlocal-net A research codebase from Facebook AI implementing Non-local Neural Networks for video classification, built on the Caffe2 framework. It rep… | 10 | 1990 | abandoned |
| openai/maddpg Reference implementation of the MADDPG (Multi-Agent Deep Deterministic Policy Gradient) algorithm from OpenAI's paper on mixed cooperative-… | 10 | 1982 | abandoned |
| mozilla/fathom Fathom is a supervised-learning framework for recognizing and classifying parts of web pages, tagging DOM nodes with types and probabilitie… | 10 | 1963 | abandoned |
| owocki/pytrader pytrader is a cryptocurrency trading robot that uses machine learning classifiers (sklearn, pybrain) to predict price movements and execute… | 32 | 1962 | abandoned |
| openai/pixel-cnn A Python/TensorFlow implementation of PixelCNN++, an autoregressive generative model for images with discretized logistic mixture likelihoo… | 10 | 1959 | abandoned |
| Po-Hsun-Su/pytorch-ssim A small PyTorch library providing a differentiable structural similarity (SSIM) index and SSIM loss module for image comparison. It can be … | 32 | 1949 | abandoned |
| crockpotveggies/tinderbox Tinderbox is a self-hosted desktop web application that automates Tinder swiping and introductions using Eigenfaces for face-based attracti… | 10 | 1937 | abandoned |
| facebookresearch/ResNeXt A Torch (Lua) implementation of the ResNeXt architecture from the paper 'Aggregated Residual Transformations for Deep Neural Networks', bui… | 10 | 1924 | abandoned |
| justadudewhohacks/face-recognition.js A Node.js wrapper around dlib providing face detection, face recognition, and face landmark detection with JavaScript and TypeScript APIs. … | 32 | 1923 | abandoned |
| jakeret/tf_unet A generic U-Net implementation built on TensorFlow 1.x for training image segmentation models on arbitrary imaging data. Originally develop… | 23 | 1907 | abandoned |
| notadamking/RLTrader RLTrader is a Python library providing a cryptocurrency trading environment built on OpenAI's gym, using deep reinforcement learning to tra… | 23 | 1867 | abandoned |
| jiesutd/LatticeLSTM A PyTorch implementation of Lattice LSTM for Chinese Named Entity Recognition, accompanying an ACL 2018 paper. It combines character-based … | 32 | 1832 | abandoned |
| kuz/DeepMind-Atari-Deep-Q-Learner The original DQN 3.0 source code published by DeepMind alongside the 2015 Nature paper 'Human-level control through deep reinforcement lear… | 32 | 1829 | abandoned |
| zjy-ucas/ChineseNER A TensorFlow demo implementing a bidirectional LSTM-CRF model for Chinese named entity recognition. It includes training and evaluation scr… | 32 | 1822 | abandoned |
| tensorflow/fold TensorFlow Fold is a Python library for building TensorFlow models that consume structured data, where the computation graph structure depe… | 10 | 1815 | abandoned |
| microsoft/onnxjs ONNX.js is a JavaScript library for running pre-trained ONNX machine learning models directly in browsers and Node.js, using WebAssembly fo… | 10 | 1814 | abandoned |
| openai/multi-agent-emergence-environments OpenAI's environment generation code for multi-agent reinforcement learning research, implementing environments like Hide and Seek from the… | 10 | 1813 | abandoned |
| ruotianluo/pytorch-faster-rcnn A PyTorch 1.0 implementation of the Faster R-CNN object detection framework, based on Xinlei Chen's tf-faster-rcnn, supporting VGG16, ResNe… | 23 | 1811 | abandoned |
| erikwijmans/Pointnet2_PyTorch A PyTorch implementation of Pointnet2/Pointnet++ for deep learning on point clouds, including custom CUDA ops for GPU-only execution. It su… | 60 | 1810 | abandoned |
| qiayuanl/legged_control legged_control is a C++ control framework for legged robots combining nonlinear model predictive control (NMPC), whole-body control (WBC), … | 34 | 1799 | abandoned |
| NVlabs/few-shot-vid2vid A PyTorch implementation of few-shot photorealistic video-to-video translation from NVIDIA Research (NeurIPS 2019), generating realistic vi… | 32 | 1797 | abandoned |
| dunnousername/yanderifier A GUI front-end wrapper around the first-order-motion model that animates a still face image to match the motion of a driving video. It bun… | 23 | 1786 | abandoned |
| keplr-io/quiver Quiver is a Python library (quiver_engine) that launches an interactive web dashboard to visualize layer activations of Keras convolutional… | 32 | 1784 | abandoned |
| traveller59/second.pytorch A PyTorch implementation of the SECOND 3D object detector for LiDAR point clouds, supporting KITTI and NuScenes datasets with sparse convol… | 32 | 1778 | abandoned |
| longcw/faster_rcnn_pytorch A PyTorch re-implementation of Faster R-CNN for object detection, based on the original py-faster-rcnn and TFFRCNN projects. It supports tr… | 32 | 1776 | abandoned |
| tomlepaine/fast-wavenet A Python/TensorFlow library implementing an efficient O(L) generation algorithm for Wavenet-style autoregressive models using dynamic progr… | 32 | 1772 | abandoned |
| geek-ai/MAgent MAgent is a research platform for many-agent reinforcement learning, supporting environments that scale from hundreds to millions of agents… | 32 | 1762 | abandoned |
| facebookarchive/MemNN Facebook AI Research's reference implementations of memory-augmented neural networks (MemN2N, Key-Value Memory Networks, Entity Networks) w… | 10 | 1755 | abandoned |
| gram-ai/capsule-networks A barebones CUDA-enabled PyTorch implementation of the CapsNet architecture from the NIPS 2017 paper 'Dynamic Routing Between Capsules' by … | 32 | 1754 | abandoned |
| TuSimple/mx-maskrcnn An MXNet implementation of the Mask R-CNN instance segmentation model, built on top of the mx-rcnn Faster R-CNN codebase. It includes train… | 32 | 1753 | abandoned |
| dog-qiuqiu/MobileNet-Yolo A collection of ultra-lightweight YOLOv3-based object detection models (MobileNetV2-YOLOv3-Lite/Nano, YoloFace) designed for mobile and emb… | 32 | 1744 | abandoned |
| kiteco/issue-tracker The public issue tracker for Kite, an AI-powered coding assistant that included a local engine, editor plugins, and a documentation compani… | 32 | 1736 | abandoned |
| facebookresearch/TransCoder TransCoder is a PyTorch implementation of an unsupervised neural model that translates source code between Java, C++, and Python 3. It is a… | 10 | 1731 | abandoned |
| Ayanaminn/N46Whisper A Google Colab notebook application that generates Japanese subtitle files from video using the faster-whisper speech recognition model. It… | 35 | 1708 | abandoned |
| gliese581gg/YOLO_tensorflow A TensorFlow implementation of YOLO (Real-Time Object Detection) that runs inference with pretrained YOLO_small, YOLO_tiny, and YOLO_face n… | 32 | 1708 | abandoned |
| szad670401/HyperLandmark A deep learning based face landmark detector that localizes 106 facial points in real time on mobile devices, with a small (~2MB) CNN track… | 32 | 1707 | abandoned |
| X-Lucifer/AI-Lossless-Zoomer A desktop GUI application for AI-based lossless image upscaling using the Real-ESRGAN model from Tencent ARC Lab, with particular strength … | 10 | 1695 | abandoned |
| huggingface/swift-coreml-transformers A Swift library with Core ML implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT, including tokenizers and demo apps for on-device … | 10 | 1682 | abandoned |
| replicate/keepsake Keepsake is a Python library and CLI for version control of machine learning experiments, tracking code, hyperparameters, weights, and metr… | 26 | 1681 | abandoned |
| Qidian213/deep_sort_yolov3 A real-time multi-person tracker that combines YOLOv3 object detection with the Deep SORT tracking algorithm, implemented in Python with Te… | 32 | 1675 | abandoned |
| nyu-mll/jiant jiant is a PyTorch-based NLP research toolkit for multitask and transfer learning, supporting 50+ natural language understanding tasks and … | 23 | 1673 | abandoned |
| ramprs/grad-cam Official Torch (Lua) implementation of Grad-CAM, the ICCV 2017 gradient-weighted class activation mapping technique for producing visual ex… | 32 | 1670 | abandoned |
| terrifyzhao/bert-utils A Python library that simplifies Google's BERT to generate sentence vectors with one line of code and perform text classification and text … | 32 | 1668 | abandoned |
| googlecreativelab/aiexperiments-ai-duet A.I. Duet is a Google Creative Lab experiment where a neural network trained on MIDI examples responds to notes you play on a virtual piano… | 10 | 1668 | abandoned |
| ry/tensorflow-resnet An implementation of the ResNet deep residual learning model in TensorFlow, including a tool to convert Kaiming He's published Caffe pretra… | 10 | 1665 | abandoned |
| Zehaos/MobileNet A TensorFlow implementation of Google's MobileNets, efficient convolutional neural networks for mobile vision applications, including Image… | 32 | 1659 | abandoned |
| ClimbsRocks/auto_ml auto_ml is a Python library for automated machine learning that handles feature engineering, model selection, and hyperparameter optimizati… | 23 | 1654 | abandoned |
| openai/neural-mmo Neural MMO is a massively multiagent game environment (MMORPG-style) for training and evaluating intelligent agents, released alongside an … | 10 | 1654 | abandoned |
| mikeizbicki/HLearn HLearn is a high-performance machine learning library written in Haskell that exploits algebraic structures like monoids and groups for fas… | 23 | 1651 | abandoned |
| asmuth/recommendify Recommendify is a Ruby/Redis-based recommendation engine that generates item-to-item recommendations using collaborative filtering. It proc… | 32 | 1649 | abandoned |
| dmlc/nnvm NNVM was a computation-graph intermediate representation and compiler front-end for deep learning frameworks, serving as the graph-level op… | 10 | 1649 | abandoned |
| openai/evolution-strategies-starter A distributed Python implementation of Evolution Strategies (ES) from OpenAI's paper 'Evolution Strategies as a Scalable Alternative to Rei… | 10 | 1634 | abandoned |
| openai/sparse_attention A Python library of sparse attention primitives from OpenAI's Sparse Transformers paper, including fused normal attention and strided/fixed… | 10 | 1613 | abandoned |
| facebookresearch/ClassyVision Classy Vision is an end-to-end PyTorch framework for image and video classification, offering a modular API for computer vision research wi… | 10 | 1607 | abandoned |
| jcjohnson/densecap DenseCap is a Torch implementation of a fully convolutional localization network that performs dense captioning: detecting objects in image… | 32 | 1596 | abandoned |
| keras-team/keras-contrib Keras-contrib is the official community extension repository for the Keras deep learning library, providing additional layers, activations,… | 10 | 1585 | abandoned |
| ELS-RD/kernl Kernl is an open-source PyTorch model optimization library that accelerates transformer inference on GPUs with a single line of code, using… | 10 | 1584 | abandoned |
| carpedm20/deep-rl-tensorflow A TensorFlow implementation of several Deep Reinforcement Learning papers, including DQN, Double DQN, and Dueling networks, for training ag… | 32 | 1580 | abandoned |
| rwightman/gen-efficientnet-pytorch A PyTorch library providing generic implementations and pretrained weights for compute-efficient image classification models such as Effici… | 32 | 1577 | abandoned |
| probml/pmtk3 PMTK3 is a Matlab/Octave toolkit of probabilistic machine learning models and algorithms, created to accompany Kevin Murphy's textbook 'Mac… | 32 | 1569 | abandoned |
| xunhuang1995/AdaIN-style Torch (Lua) implementation of the ICCV 2017 paper 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization'. It applies … | 32 | 1568 | abandoned |
| Farama-Foundation/ChatArena ChatArena is a Python library providing multi-agent language game environments for large language models, built around a Markov Decision Pr… | 37 | 1560 | abandoned |
| longcw/yolo2-pytorch A PyTorch implementation of the YOLOv2 real-time object detection model, based on darknet and darkflow. It includes training and inference … | 32 | 1560 | abandoned |
| NVIDIA/OpenSeq2Seq OpenSeq2Seq is a TensorFlow-based toolkit for building and training sequence-to-sequence models for neural machine translation, speech reco… | 10 | 1559 | abandoned |
| wizyoung/YOLOv3_TensorFlow A pure TensorFlow implementation of the YOLOv3 real-time object detection model, including weight conversion from darknet, training, and ev… | 23 | 1551 | abandoned |
| allenai/bi-att-flow Original implementation of the Bi-directional Attention Flow (BiDAF) network for machine comprehension on the SQuAD dataset. It is a multi-… | 23 | 1546 | abandoned |
| instacart/lore Lore is a Python machine learning framework from Instacart designed to make ML approachable for software engineers and maintainable for ML … | 23 | 1543 | abandoned |
| fzliu/style-transfer A Python implementation of the Gatys et al. neural style transfer algorithm built on Caffe, applying the artistic style of one image onto a… | 32 | 1535 | abandoned |
| huggingface/pytorch-openai-transformer-lm A PyTorch reimplementation of OpenAI's finetuned transformer language model (GPT-1) from the paper 'Improving Language Understanding by Gen… | 32 | 1522 | abandoned |
| openai/generating-reviews-discovering-sentiment Research code accompanying the OpenAI paper 'Learning to Generate Reviews and Discovering Sentiment', providing a byte-level multiplicative… | 10 | 1521 | abandoned |
| digital-standard/ThreeDPoseUnityBarracuda A Unity sample project that performs real-time 3D human pose estimation from video using an ONNX model loaded via Unity Barracuda, driving … | 32 | 1516 | abandoned |
| JinpengLI/deep_ocr A Python-based deep learning OCR tool built on Caffe that recognizes Chinese characters, positioned as a better alternative to Tesseract fo… | 32 | 1511 | abandoned |
| deependersingla/deep_trader A Python research project applying deep reinforcement learning (DQN and policy gradient methods) to stock market trading, exploring whether… | 32 | 1500 | abandoned |
| soumith/dcgan.torch A Torch (Lua) implementation of the DCGAN paper for training deep convolutional generative adversarial networks that generate images. It su… | 32 | 1488 | abandoned |
| adblockradio/adblockradio Adblock Radio is a Node.js library that detects and blocks advertisements in live radio streams and podcasts using machine learning and aud… | 10 | 1488 | abandoned |
| ocelma/python-recsys A Python library for building recommender systems, built on top of Divisi2, NumPy, and SciPy. It provides SVD-based matrix factorization fo… | 32 | 1480 | abandoned |
| SeldonIO/seldon-server Seldon Server is an open-source machine learning platform and recommendation engine that runs on Kubernetes, providing Predict and Recommen… | 23 | 1477 | abandoned |
| IBM/fhe-toolkit-linux IBM's Fully Homomorphic Encryption Toolkit for Linux, a Docker-based toolkit demonstrating computation on encrypted data without decryption… | 10 | 1472 | abandoned |
| RaoFoundation/bittensor The Bittensor Python SDK and btcli CLI for interacting with the Bittensor decentralized machine intelligence network, where subnets produce… | 10 | 1468 | abandoned |
| MLReef/mlreef MLReef is an open-source ML-Ops collaboration platform combining versioned data hosting, containerized code publishing, experiment tracking… | 32 | 1460 | abandoned |
| nod-ai/AMD-SHARK-Studio AMD-SHARK Studio is a web UI distribution for high-performance machine learning inference built on SHARK and IREE, primarily for running St… | 48 | 1451 | abandoned |
| harthur/kittydar Kittydar is a JavaScript library that detects the locations of cat faces in images using Histogram of Oriented Gradients features fed into … | 10 | 1428 | abandoned |
| thunlp/KB2E KB2E is a C++ library implementing knowledge graph embedding models including TransE, TransH, TransR, and PTransE from Tsinghua University'… | 32 | 1420 | abandoned |
| ucbrise/clipper Clipper is a low-latency prediction serving system that sits between user-facing applications and machine learning models, exposing a stand… | 23 | 1420 | abandoned |
| mesos/spark This is the original UC Berkeley AMPLab repository for Apache Spark, a fast cluster computing system supporting Java, Scala, and Python. Th… | 32 | 1418 | abandoned |
| dhwajraj/deep-siamese-text-similarity A TensorFlow implementation of a deep siamese LSTM network that learns phrase and sentence similarity using character-level and word-level … | 32 | 1414 | abandoned |
| seathiefwang/FaceRecognition-tensorflow A face recognition neural network trained with TensorFlow, implemented in Python. It provides a model for identifying faces in images using… | 32 | 1405 | abandoned |
| ljvmiranda921/pyswarms PySwarms is a Python research toolkit for particle swarm optimization (PSO), offering a high-level declarative interface with built-in opti… | 23 | 1393 | abandoned |
| openai/lm-human-preferences OpenAI's research code for the paper 'Fine-Tuning Language Models from Human Preferences', implementing reward model training from human la… | 10 | 1391 | abandoned |
| raghakot/keras-resnet A Keras implementation of Residual Networks (ResNet) using the Keras 1.0 functional API, supporting both Theano and TensorFlow backends. It… | 32 | 1389 | abandoned |
| bonlime/keras-deeplab-v3-plus A Keras implementation of the DeepLab v3+ semantic image segmentation model with pretrained weights imported from the original TensorFlow c… | 23 | 1375 | abandoned |
| NifTK/NiftyNet NiftyNet is a TensorFlow-based open-source convolutional neural networks platform for research in medical image analysis and image-guided t… | 10 | 1374 | abandoned |
| TorchSSL/TorchSSL TorchSSL is a PyTorch-based toolbox for semi-supervised learning that implements popular SSL algorithms like FixMatch, FlexMatch, MixMatch,… | 32 | 1372 | abandoned |
| andersbll/deeppy DeepPy is a Pythonic deep learning framework built on top of NumPy, with optional CUDA acceleration via the cudarray library. It provides a… | 32 | 1371 | abandoned |