function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| OpnTec/mvisc MVISC (Mobile Visual Classification) is an application that identifies and classifies individual animals from photos using computer vision,… | 32 | 1384 | experimental |
| lucidrains/video-diffusion-pytorch A Pytorch implementation of the Video Diffusion Models paper by Jonathan Ho, extending denoising diffusion probabilistic models (DDPMs) to … | 23 | 1384 | experimental |
| sintel-dev/Orion Orion is a Python machine learning library for unsupervised time series anomaly detection, offering verified ML pipelines that flag rare pa… | 74 | 1368 | experimental |
| hughperkins/VeriGPU VeriGPU is an open-source GPU written in SystemVerilog, loosely based on the RISC-V ISA and targeting eventual ASIC tape-out for machine le… | 32 | 1368 | experimental |
| AutoArk/TinyEngram TinyEngram is an open research project exploring DeepSeek-AI's Engram architecture and memory injection as an alternative to LoRA for param… | 52 | 1358 | experimental |
| lizhihao6/Sparc3D Sparc3D is the official implementation of a research framework for high-resolution 3D shape modeling, combining a sparse deformable marchin… | 31 | 1353 | experimental |
| justjake/Gauss Gauss is a native macOS Stable Diffusion app built with SwiftUI and Apple's ml-stable-diffusion CoreML models. It is document-based, storin… | 22 | 1350 | experimental |
| lucidrains/naturalspeech2-pytorch A PyTorch implementation of NaturalSpeech 2, a zero-shot text-to-speech and singing synthesizer that combines a neural audio codec with a l… | 20 | 1333 | experimental |
| DLYuanGod/TinyGPT-V TinyGPT-V is an efficient multimodal large language model built on small backbones (Phi-2 2.7B), combining vision and language capabilities… | 56 | 1316 | experimental |
| google/style-aligned Official research code for 'Style Aligned Image Generation via Shared Attention', implementing style-consistent image generation with diffu… | 10 | 1316 | experimental |
| osama-fawad/Pekingman Pekingman is a multimodal AGI-oriented agent system that connects environmental perception, long-term memory, human-like reasoning, emotion… | 54 | 1302 | experimental |
| EthicalML/xai XAI is a Python library from the Institute for Ethical AI & ML that provides tools for analysing and evaluating machine learning datasets a… | 65 | 1260 | experimental |
| Genesis-Embodied-AI/RoboGen RoboGen is a self-guided generative robotic agent that autonomously proposes new tasks, generates simulation environments, and learns robot… | 27 | 1227 | experimental |
| SakanaAI/self-adaptive-llms Transformer² is a research framework from SakanaAI that adapts large language models to unseen tasks in real-time by selectively adjusting … | 23 | 1226 | experimental |
| Tencent-Hunyuan/Hunyuan3D-WorldClaw WorldClaw is a research framework from Tencent Hunyuan for agentic, large-scale 3D open-world generation, released alongside an arXiv paper… | 56 | 1213 | experimental |
| Jamie-Stirling/RetNet A minimal, pure PyTorch implementation of the Retentive Network (RetNet) architecture proposed as a successor to Transformers for large lan… | 28 | 1209 | experimental |
| tspeterkim/flash-attention-minimal A minimal ~100-line CUDA re-implementation of the Flash Attention forward pass, loadable as a PyTorch extension. It is designed as an educa… | 25 | 1179 | experimental |
| facebookresearch/shumai Shumai is a fast, differentiable tensor library for TypeScript and JavaScript built on Bun and Flashlight (ArrayFire backend). It provides … | 32 | 1172 | experimental |
| kijai/ComfyUI-FluxTrainer A ComfyUI custom node plugin that wraps kohya's sd-scripts to enable LoRA, LyCORIS, and full fine-tune training of FLUX models directly ins… | 29 | 1161 | experimental |
| FinHackCN/finhack FinHack is an extensible Python quantitative finance framework covering the full quant research workflow: data collection, factor computati… | 76 | 1154 | experimental |
| model-zoo/shift-ctrl-f A Chrome extension that lets users search a webpage using natural language questions instead of exact string matching. It runs a MobileBERT… | 10 | 1100 | experimental |
| Ligo-Biosciences/AlphaFold3 An open-source Python implementation of AlphaFold3, DeepMind's biomolecular structure prediction model, including the full model architectu… | 27 | 1090 | experimental |
| google-deepmind/synthid-text A reference Python implementation of Google DeepMind's SynthID Text watermarking and detection technology for identifying AI-generated text… | 69 | 1085 | experimental |
| thinking-machines-lab/batch_invariant_ops A Python library that replaces standard PyTorch CUDA kernels with batch-invariant versions, ensuring identical results regardless of batch … | 39 | 1073 | experimental |
| srush/llama2.rs A pure Rust implementation of Llama2 inference optimized for fast CPU execution, featuring 4-bit GPT-Q quantization, SIMD support, and memo… | 28 | 1064 | experimental |
| erelsgl/limdu Limdu is a machine-learning framework for Node.js supporting binary, multi-class, and multi-label classification with online and batch lear… | 57 | 1047 | experimental |
| huggingface/optimum-nvidia Optimum-NVIDIA is a Python library that bridges Hugging Face Transformers with NVIDIA TensorRT-LLM for highly optimized LLM inference on NV… | 58 | 1037 | experimental |
| volcengine/veScale veScale is a PyTorch distributed training library from ByteDance for hyperscale training of large language models and reinforcement learnin… | 56 | 1037 | experimental |
| trotsky1997/MathBlackBox MathBlackBox (MCTSr) is a Python research implementation of Monte Carlo Tree Self-Refine, an algorithm that combines MCTS with LLM self-ref… | 24 | 1033 | experimental |
| HumanMLLM/R1-Omni R1-Omni is a research project applying Reinforcement Learning with Verifiable Reward (RLVR) to an omni-multimodal large language model for … | 25 | 1025 | experimental |
| Rikj000/MoniGoMani MoniGoMani is a Freqtrade framework and trading strategy for cryptocurrency trading that uses weighted signals optimized via HyperOpt. It i… | 10 | 1025 | experimental |
| orca-wm/Orca Orca is a general world foundation model from BAAI centered on Next-State-Prediction, learning a unified world latent space from visual and… | 57 | 1021 | experimental |
| ronibandini/reggaetonBeGone A Raspberry Pi-based edge machine learning device that continuously samples ambient audio and uses an Edge Impulse audio classification mod… | 70 | 1005 | experimental |
| meta-llama/llama Meta's official repository containing inference code and download scripts for Llama 2 large language models (7B to 70B parameters). The rep… | 32 | 59589 | abandoned |
| mozilla/DeepSpeech DeepSpeech is an open-source, offline speech-to-text engine based on Baidu's Deep Speech research paper and implemented with TensorFlow. It… | 10 | 26779 | abandoned |
| facebookresearch/Detectron Facebook AI Research's Python software system implementing state-of-the-art object detection algorithms such as Mask R-CNN, RetinaNet, and … | 10 | 26356 | abandoned |
| openai/gpt-2 Official OpenAI repository containing code and pretrained model weights for GPT-2, from the paper 'Language Models are Unsupervised Multita… | 10 | 25016 | abandoned |
| QwenLM/Qwen The official repository for Qwen (Tongyi Qianwen), Alibaba Cloud's family of pretrained and chat large language models, with weights on Hug… | 60 | 21693 | abandoned |
| apache/mxnet Apache MXNet is a deep learning framework offering a hybrid front-end that mixes imperative (Gluon) and symbolic programming, with a dynami… | 10 | 20810 | abandoned |
| magenta/magenta Magenta is a Google Brain research project and Python TensorFlow library for generating music, images, and drawings with machine learning. … | 10 | 19801 | abandoned |
| jantic/DeOldify DeOldify is a deep learning project for colorizing and restoring old black-and-white images and videos, with artistic and stable model vari… | 10 | 18481 | abandoned |
| microsoft/AirSim AirSim is an open-source simulator for drones and cars built on Unreal Engine (with an experimental Unity plugin), developed by Microsoft R… | 63 | 18439 | abandoned |
| jcjohnson/neural-style A Torch (Lua) implementation of the Gatys et al. neural style transfer algorithm, which combines the content of one image with the artistic… | 32 | 18282 | abandoned |
| microsoft/CNTK The Microsoft Cognitive Toolkit (CNTK) is an open-source deep-learning toolkit that describes neural networks as directed computational gra… | 10 | 17592 | abandoned |
| camenduru/stable-diffusion-webui-colab A collection of Google Colab notebooks that run the AUTOMATIC1111-style Stable Diffusion WebUI in the cloud, with lite/stable/nightly varia… | 48 | 15916 | abandoned |
| horovod/horovod Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch, and Apache MXNet, originally developed at Uber. I… | 10 | 14685 | abandoned |
| supertone-inc/supertonic Supertonic is a lightning-fast, on-device multilingual text-to-speech system powered by ONNX Runtime, with a compact 99M-parameter open-wei… | 57 | 13758 | abandoned |
| Jiayi-Pan/TinyZero TinyZero is a minimal reproduction of DeepSeek R1-Zero, showing that a 3B base language model can develop self-verification and search abil… | 52 | 13228 | abandoned |
| apache/predictionio Apache PredictionIO is an open-source machine learning server built on Spark, HBase, Elasticsearch, and Hadoop that lets developers build, … | 10 | 12516 | abandoned |
| alexjc/neural-enhance Neural Enhance is a Python command-line tool that upscales images 2x or 4x using deep learning super-resolution models. It ships with pre-t… | 10 | 11864 | abandoned |
| karpathy/convnetjs ConvNetJS is a JavaScript library for defining and training neural networks, including convolutional networks and an experimental Deep Q Le… | 23 | 11196 | abandoned |
| mistralai/mistral-inference The official minimal Python library from Mistral AI for running inference with Mistral open-weight models such as Mistral 7B, Mixtral, Code… | 10 | 10833 | abandoned |
| Theano/Theano Theano is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays… | 32 | 9998 | abandoned |
| facebookresearch/maskrcnn-benchmark A fast, modular PyTorch reference implementation of instance segmentation and object detection algorithms including Mask R-CNN, Faster R-CN… | 10 | 9361 | abandoned |
| voicepaw/so-vits-svc-fork A fork of so-vits-svc providing singing voice conversion with realtime support and an improved interface, built on PyTorch and PyTorch Ligh… | 83 | 9330 | abandoned |
| Torch7 Torch7 is a scientific computing framework with a fast multi-dimensional tensor library and math operations, originally built for Lua with … | 38 | 9141 | abandoned |
| GetStream/Winds Winds is an open-source desktop RSS reader and podcast client built with React, Redux, and Electron, with an Express.js backend. It offers … | 10 | 9099 | abandoned |
| clips/pattern Pattern is a Python web mining module bundling tools for scraping (Google, Twitter, Wikipedia APIs, crawler, HTML DOM parser), NLP (POS tag… | 66 | 8860 | abandoned |
| tensorflow/tfjs-core tfjs-core was the core WebGL-accelerated tensor computation library behind TensorFlow.js, providing linear algebra operations and automatic… | 10 | 8429 | abandoned |
| facebookarchive/caffe2 Caffe2 is a lightweight, modular, and scalable deep learning framework built on the original Caffe, with both Python and C++ APIs. It has b… | 10 | 8371 | abandoned |
| nebuly-ai/optimate OptiMate is a collection of Python libraries from Nebuly AI for optimizing AI model performance, including Speedster for inference accelera… | 23 | 8327 | abandoned |
| rbgirshick/py-faster-rcnn A Python reimplementation of the Faster R-CNN object detection model built on a fork of Fast R-CNN and Caffe. The repository is officially … | 32 | 8289 | abandoned |
| openai/jukebox OpenAI's research code and pretrained model weights for Jukebox, a generative neural network that produces music with vocals as raw audio f… | 10 | 8030 | abandoned |
| harthur/brain A simple feed-forward neural network library written in JavaScript, usable in Node.js and the browser. It supports training on input/output… | 10 | 7988 | abandoned |
| jwyang/faster-rcnn.pytorch A pure PyTorch implementation of Faster R-CNN for object detection, supporting multi-image batch training and multi-GPU training with sever… | 32 | 7857 | abandoned |
| openai/universe Universe is an OpenAI library that wraps games, websites, and other applications into OpenAI Gym environments so AI agents can be trained a… | 10 | 7494 | abandoned |
| fchollet/deep-learning-models A deprecated collection of Keras code and pre-trained weights for popular deep learning image classification models such as VGG16, VGG19, R… | 23 | 7349 | abandoned |
| facebookresearch/DensePose DensePose is a research library from Facebook AI that maps all human pixels in 2D RGB images to a 3D surface-based model of the human body … | 10 | 7258 | abandoned |
| carpedm20/DCGAN-tensorflow A TensorFlow implementation of Deep Convolutional Generative Adversarial Networks (DCGAN) for generating images such as faces and digits. I… | 32 | 7179 | abandoned |
| facebookresearch/pytext PyText is a deep-learning-based NLP modeling framework built on PyTorch, providing extensible abstractions for text classifiers, sequence t… | 10 | 6292 | abandoned |
| Hironsan/BossSensor A desktop application that uses a webcam and a trained CNN classifier to detect when a specific person (your boss) approaches, automaticall… | 32 | 6288 | abandoned |
| rustformers/llm An ecosystem of Rust libraries built on GGML for running large language model inference locally, including a CLI binary and reusable crates… | 10 | 6155 | abandoned |
| tensorflow/swift Swift for TensorFlow was an experimental next-generation machine learning platform integrating differentiable programming directly into the… | 10 | 6123 | abandoned |
| Lightning-AI/lit-llama Lit-LLaMA is an independent, Apache 2.0-licensed implementation of the LLaMA language model built on nanoGPT, covering pre-training, fine-t… | 43 | 6085 | abandoned |
| Swift-AI/Swift-AI Swift AI is a high-performance deep learning library written entirely in Swift, offering a flexible fully-connected neural network optimize… | 23 | 6036 | abandoned |
| tiny-dnn/tiny-dnn tiny-dnn is a header-only, dependency-free deep learning framework written in C++14, designed for training and running neural networks on r… | 23 | 6030 | abandoned |
| yahoo/open_nsfw A Python library from Yahoo that runs a Caffe deep neural network to classify images as Not Suitable for Work (NSFW), outputting a probabil… | 10 | 6011 | abandoned |
| oarriaga/face_classification A Python project providing real-time face detection with emotion and gender classification using a Keras CNN trained on fer2013 and IMDB da… | 32 | 5734 | abandoned |
| salesforce/BLIP PyTorch implementation of BLIP, a vision-language pre-training model for unified image understanding and text generation tasks. The reposit… | 10 | 5713 | abandoned |
| qodo-ai/qodo-cover Qodo Cover is an AI-powered tool that automatically generates unit tests to increase code coverage, using LLMs to write and validate tests … | 60 | 5633 | abandoned |
| google/seq2seq A general-purpose encoder-decoder (seq2seq) framework built on TensorFlow, supporting tasks like machine translation, text summarization, c… | 10 | 5618 | abandoned |
| karpathy/neuraltalk2 NeuralTalk2 is a Torch (Lua) implementation of image captioning that uses a CNN (VGGNet) followed by an RNN language model to generate text… | 32 | 5594 | abandoned |
| autumnai/leaf Leaf is an open-source machine learning framework written in Rust for building classical, deep, or hybrid ML applications, inspired by Tens… | 32 | 5541 | abandoned |
| karpathy/neuraltalk NeuralTalk is a Python+numpy implementation of Multimodal Recurrent Neural Networks that generate natural-language descriptions of images. … | 32 | 5504 | abandoned |
| google/tf-quant-finance A high-performance TensorFlow library for quantitative finance providing foundational numerical methods, ODE/PDE solvers, and pricing model… | 66 | 5494 | abandoned |
| david-gpu/srez A deep learning project that performs 4x image super-resolution on 16x16 images using a DCGAN-based architecture with ResNet generator modu… | 10 | 5268 | abandoned |
| ashnkumar/sketch-code A Keras/TensorFlow deep learning model that converts hand-drawn website wireframes into HTML code using an image captioning architecture (C… | 75 | 5143 | abandoned |
| AutoGPTQ/AutoGPTQ AutoGPTQ is a Python library for quantizing large language models using the GPTQ weight-only quantization algorithm, with user-friendly API… | 10 | 5071 | abandoned |
| justadudewhohacks/opencv4nodejs Node.js bindings to the native OpenCV 3 and OpenCV 4 libraries, including OpenCV-contrib modules, with both synchronous and asynchronous AP… | 23 | 5050 | abandoned |
| marqo-ai/marqo Marqo is an AI-native ecommerce search and product discovery platform offering semantic search, personalization, recommendations, and merch… | 88 | 5031 | abandoned |
| transcranial/keras-js A JavaScript library for running trained Keras deep learning models directly in the browser, with GPU acceleration via WebGL 2. It also sup… | 23 | 4963 | abandoned |
| liuzhuang13/DenseNet Reference implementation of DenseNet (Densely Connected Convolutional Networks), the CVPR 2017 Best Paper Award-winning CNN architecture, w… | 32 | 4870 | abandoned |
| idealo/image-super-resolution A Python library providing Keras implementations of Residual Dense and Adversarial Networks for single image super-resolution, including pr… | 10 | 4818 | abandoned |
| NMAC427/SwiftOCR SwiftOCR is a fast and simple OCR library written in Swift that uses a neural network for image recognition. It is optimized for recognizin… | 23 | 4631 | abandoned |
| huggingface/autotrain-advanced AutoTrain Advanced is Hugging Face's no-code tool for training and deploying state-of-the-art machine learning models, covering LLM finetun… | 74 | 4611 | abandoned |
| accord-net/framework Accord.NET is a C# framework for .NET providing machine learning, statistics, computer vision, image and audio processing, and general scie… | 10 | 4534 | abandoned |
| microsoft/VoTT VoTT (Visual Object Tagging Tool) is an open-source Electron application for annotating and labeling images and video frames to build objec… | 10 | 4429 | abandoned |
| amazon-archives/amazon-dsstne DSSTNE (Deep Scalable Sparse Tensor Network Engine) is a C++ GPU library from Amazon for training and deploying deep learning recommendatio… | 10 | 4390 | abandoned |
| qq547276542/Agriculture_KnowledgeGraph AgriKG is an agricultural domain knowledge graph system built on Neo4j with a Django web interface, including crawled encyclopedia data, na… | 34 | 4389 | abandoned |
| fizyr/keras-retinanet A Keras/TensorFlow implementation of the RetinaNet object detection model with focal loss, supporting training and inference on custom data… | 23 | 4383 | abandoned |