function: machine-learning
5378 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| janhuenermann/neurojs neurojs is a JavaScript deep learning framework for the browser with a focus on reinforcement learning, supporting deep Q-networks and acto… | 32 | 4369 | abandoned |
| NVIDIA/DIGITS DIGITS is a web application for training deep learning models on GPUs, supporting frameworks like Caffe, Torch, and TensorFlow with a brows… | 10 | 4177 | abandoned |
| goodfeli/adversarial Reference implementation of the original 2014 'Generative Adversarial Networks' paper by Goodfellow et al., containing training code, YAML … | 32 | 4081 | abandoned |
| google-deepmind/learning-to-learn A TensorFlow implementation of 'Learning to learn by gradient descent by gradient descent' (DeepMind, arXiv:1606.04474), which trains LSTM-… | 32 | 4068 | abandoned |
| junyanz/iGAN iGAN is a research application implementing interactive image generation with generative adversarial networks, letting users draw strokes t… | 32 | 4006 | abandoned |
| buriburisuri/speech-to-text-wavenet A TensorFlow implementation of end-to-end English speech recognition based on DeepMind's WaveNet architecture, trained with CTC loss on sen… | 32 | 4003 | abandoned |
| udacity/self-driving-car-sim A Unity-based self-driving car simulator built for Udacity's Self-Driving Car Nanodegree, used to train cars to navigate road courses with … | 10 | 3982 | abandoned |
| riffusion/riffusion-hobby Riffusion is a Python library for real-time music and audio generation using stable diffusion, converting between spectrogram images and au… | 22 | 3902 | abandoned |
| rasmusbergpalm/DeepLearnToolbox A Matlab/Octave toolbox implementing classic deep learning models including Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Ne… | 32 | 3866 | abandoned |
| NervanaSystems/neon neon was Intel Nervana's reference deep learning framework in Python, focused on best-in-class training performance on CPUs, GPUs, and Nerv… | 10 | 3861 | abandoned |
| mapillary/OpenSfM OpenSfM is a Python Structure-from-Motion library that reconstructs camera poses and 3D scenes from multiple images, including feature dete… | 68 | 3797 | abandoned |
| innnky/so-vits-svc A singing voice conversion (SVC) framework that uses a SoftVC content encoder with VITS to transform one singer's voice into another timbre… | 10 | 3779 | abandoned |
| pfnet/PaintsChainer Paints Chainer is a semi-automatic line drawing colorizer that uses convolutional neural networks built on the Chainer deep learning framew… | 32 | 3762 | abandoned |
| facebookresearch/fairseq-lua Fairseq-lua is Facebook AI Research's sequence-to-sequence learning toolkit for the Torch framework, focused on neural machine translation … | 10 | 3725 | abandoned |
| hiyouga/ChatGLM-Efficient-Tuning A Python framework for parameter-efficient fine-tuning (LoRA, QLoRA, P-Tuning, RLHF) of the ChatGLM-6B and ChatGLM2-6B language models usin… | 10 | 3713 | abandoned |
| facebookresearch/ReAgent ReAgent is an open-source end-to-end platform for applied reinforcement learning developed at Facebook, built in Python with PyTorch for tr… | 77 | 3712 | abandoned |
| fo40225/tensorflow-windows-wheel A repository of prebuilt TensorFlow wheel binaries for 64-bit Windows, including CPU-only and CUDA/cuDNN GPU builds with AVX2 and SSE2 (non… | 32 | 3671 | abandoned |
| apple/tensorflow_macos A pre-release fork of TensorFlow and TensorFlow Addons for macOS 11.0+ that provides hardware acceleration on Apple Silicon and Intel Macs … | 10 | 3648 | abandoned |
| endernewton/tf-faster-rcnn A TensorFlow implementation of the Faster R-CNN object detection framework, supporting VGG16, ResNet, and MobileNet backbones trained and e… | 23 | 3646 | abandoned |
| pytorch/text TorchText is a PyTorch companion library providing datasets, data loaders, vocabularies, text transforms, and pre-trained models for natura… | 10 | 3554 | abandoned |
| pavelgonchar/colornet Colornet is a Python/TensorFlow neural network implementation that colorizes grayscale images, based on VGG16 features and YUV color-channe… | 32 | 3550 | abandoned |
| Newmu/dcgan_code Reference implementation of the DCGAN paper (Unsupervised Representation Learning with Deep Convolutional GANs) in Python. It trains convol… | 32 | 3527 | abandoned |
| apache/incubator-kie-optaplanner OptaPlanner is a Java-based AI constraint solver for mathematical optimization problems such as vehicle routing, employee rostering, task a… | 10 | 3510 | abandoned |
| rbgirshick/fast-rcnn Fast R-CNN is Ross Girshick's ICCV 2015 framework for fast object detection with deep convolutional networks, written in Python and C++/Caf… | 32 | 3460 | abandoned |
| Kitt-AI/snowboy Snowboy is a C++-based hotword (wake word) detection library by KITT.AI with bindings for Python, Android, and other platforms, enabling al… | 23 | 3366 | abandoned |
| tensorforce/tensorforce Tensorforce is an open-source deep reinforcement learning framework built on TensorFlow, emphasizing modular, configurable library design f… | 68 | 3304 | abandoned |
| openai/glow Official research code from OpenAI for reproducing the 'Glow: Generative Flow with Invertible 1x1 Convolutions' paper, a flow-based generat… | 10 | 3185 | abandoned |
| alpa-projects/alpa Alpa is a Python system for training and serving large-scale neural networks by automatically parallelizing single-device code across distr… | 10 | 3178 | abandoned |
| tensorflow/skflow A simplified Scikit Learn-style interface for TensorFlow deep learning, providing estimators for neural networks. It was merged into Tensor… | 10 | 3167 | abandoned |
| neuralmagic/deepsparse DeepSparse is a sparsity-aware deep learning inference runtime that delivers GPU-class performance on x86 CPUs for ONNX models, covering co… | 10 | 3159 | abandoned |
| openai/mujoco-py mujoco-py provides Cython-based Python 3 bindings for the MuJoCo physics engine, enabling rigid body simulation with contacts from Python. … | 10 | 3143 | abandoned |
| LeeJunHyun/Image_Segmentation A PyTorch implementation of four U-Net variants for image segmentation: U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net. It includes… | 32 | 3101 | abandoned |
| facebookresearch/deepmask A Torch (Lua) implementation of the DeepMask and SharpMask object proposal algorithms from Facebook AI Research. It generates class-agnosti… | 10 | 3099 | abandoned |
| mistralai/mistral-finetune A lightweight Python codebase from Mistral AI for memory-efficient LoRA fine-tuning of Mistral's language models, optimized for single-node… | 10 | 3094 | abandoned |
| xbpeng/DeepMimic DeepMimic is a C++ simulation framework with a Python (SWIG/TensorFlow) wrapper that trains simulated humanoid characters to imitate motion… | 56 | 3087 | abandoned |
| CharlesShang/FastMaskRCNN A TensorFlow implementation of Mask R-CNN for instance segmentation, reproducing the paper by Kaiming He et al. It includes ROIAlign, a COC… | 32 | 3083 | abandoned |
| rll/rllab rllab is a Python framework for developing and evaluating reinforcement learning algorithms, with implementations of algorithms like TRPO, … | 32 | 3079 | abandoned |
| raghakot/keras-vis keras-vis is a high-level Python toolkit for visualizing and debugging trained Keras neural network models. It supports activation maximiza… | 23 | 2991 | abandoned |
| ryankiros/neural-storyteller A recurrent neural network research project that generates short stories about images by combining skip-thought vectors, visual-semantic em… | 32 | 2958 | abandoned |
| IntelLabs/nlp-architect NLP Architect is an open-source Python library from Intel AI Lab for exploring state-of-the-art deep learning topologies and optimization t… | 10 | 2931 | abandoned |
| jisungk/deepjazz deepjazz is a Python application that uses a two-layer LSTM built with Keras and Theano to generate jazz music from a given MIDI file. It w… | 65 | 2891 | abandoned |
| jetpacapp/DeepBeliefSDK Jetpac's Deep Belief SDK, a cross-platform image recognition framework implementing the AlexNet convolutional neural network architecture, … | 32 | 2853 | abandoned |
| isl-org/ZoeDepth ZoeDepth is a PyTorch library implementing metric depth estimation from a single image, combining relative and metric depth approaches with… | 10 | 2839 | abandoned |
| ShaoqingRen/faster_rcnn A MATLAB re-implementation of Faster R-CNN, a deep-learning object detection framework combining a Region Proposal Network with a detection… | 32 | 2835 | abandoned |
| zzw922cn/Automatic_Speech_Recognition An end-to-end automatic speech recognition system implemented in TensorFlow, supporting Mandarin and English with models like DeepSpeech2, … | 32 | 2831 | abandoned |
| YahooArchive/anthelion Anthelion is an Apache Nutch plugin for focused crawling of semantic data embedded in HTML pages. It uses an online learning classifier to … | 10 | 2826 | abandoned |
| openai/multiagent-particle-envs A simple multi-agent particle world environment with continuous observations and discrete actions, used in the paper 'Multi-Agent Actor-Cri… | 10 | 2775 | abandoned |
| sony/nnabla Sony's Neural Network Libraries (nnabla) is a deep learning framework with a Python API over a C++11 core, designed for research, developme… | 10 | 2774 | abandoned |
| lisa-lab/pylearn2 Pylearn2 is a Python machine learning research library built on top of Theano, developed by the LISA lab at Université de Montréal. It prov… | 32 | 2767 | abandoned |
| kaonashi-tyc/zi2zi zi2zi is a TensorFlow implementation of a conditional GAN (based on pix2pix) for learning and transferring Chinese and East Asian character… | 32 | 2746 | abandoned |
| microsoft/DMTK DMTK is Microsoft's Distributed Machine Learning Toolkit, an umbrella project hosting a parameter server framework (Multiverso) plus distri… | 10 | 2737 | abandoned |
| sightmachine/SimpleCV SimpleCV is an open-source Python framework that wraps OpenCV and other vision libraries behind a simple, readable API for cameras, image m… | 32 | 2730 | abandoned |
| allanzelener/YAD2K YAD2K is a 90% Keras / 10% TensorFlow implementation and converter for YOLO_v2 object detection models. It converts Darknet cfg and weight … | 32 | 2728 | abandoned |
| NVlabs/MUNIT Official PyTorch implementation of MUNIT (ECCV 2018), a GAN-based model for multimodal unsupervised image-to-image translation. The reposit… | 23 | 2707 | abandoned |
| intel/BigDL BigDL is Intel's distributed deep learning library that scales TensorFlow, Keras, and PyTorch workloads on Apache Spark, Flink, and Ray, wi… | 10 | 2698 | abandoned |
| propelml/propel Propel was a JavaScript library for differentiable programming, providing tensor operations and automatic differentiation for scientific co… | 10 | 2691 | abandoned |
| FudanNLP/fnlp FNLP (FudanNLP) is a Java toolkit for Chinese natural language processing, including word segmentation, POS tagging, NER, keyword extractio… | 23 | 2684 | abandoned |
| cloud-annotations/cloud-annotations Cloud Annotations is a collaborative open-source image annotation tool for creating labeled training datasets for object detection and clas… | 23 | 2678 | abandoned |
| riffusion/riffusion-app-hobby Riffusion App is a Next.js web application for real-time music generation using stable diffusion, relying on a separate GPU-powered inferen… | 32 | 2677 | abandoned |
| sherjilozair/char-rnn-tensorflow A Python/TensorFlow implementation of multi-layer recurrent neural networks (LSTM) for character-level language modeling, inspired by Andre… | 32 | 2659 | abandoned |
| ryanjay0/miles-deep Miles Deep is a C++ deep learning application built on Caffe that classifies each second of a pornographic video into six sexual act catego… | 23 | 2658 | abandoned |
| danielfrg/word2vec A Python wrapper around Google's original word2vec C code, providing training and similarity/analogy tools via Python APIs and command-line… | 10 | 2612 | abandoned |
| coqui-ai/STT Coqui STT is an open-source deep learning toolkit for training and deploying speech-to-text models, built on TensorFlow with bindings for m… | 23 | 2606 | abandoned |
| devsisters/DQN-tensorflow A TensorFlow implementation of the Deep Q-Network (DQN) algorithm from the DeepMind paper 'Human-Level Control through Deep Reinforcement L… | 32 | 2583 | abandoned |
| googlecreativelab/open-nsynth-super Open NSynth Super is an experimental physical hardware instrument that provides a tangible interface for Google's NSynth machine learning s… | 10 | 2493 | abandoned |
| mckinsey/causalnex CausalNex is a Python library for causal reasoning with Bayesian Networks, supporting structure learning, domain-expert augmentation of rel… | 67 | 2477 | abandoned |
| opencog/opencog OpenCog is a framework for integrated artificial intelligence and artificial general intelligence (AGI) research, combining natural languag… | 40 | 2476 | abandoned |
| lgsvl/simulator SVL Simulator is a Unity-based multi-robot simulator for autonomous vehicles with ROS/ROS2 integration, sensor simulation, and Python APIs.… | 23 | 2457 | abandoned |
| rbgirshick/rcnn The original R-CNN (Region-based Convolutional Neural Networks) object detection system from UC Berkeley, released as research code accompa… | 23 | 2416 | abandoned |
| karanchahal/DoodleMaster Doodle Master is a proof-of-concept AI tool that turns hand-drawn UI mockups into real HTML/CSS code using a CNN classifier for detecting U… | 32 | 2408 | abandoned |
| anfederico/clairvoyant A Python library for stock selection and financial signal modeling using machine learning. The project is officially deprecated and no long… | 34 | 2403 | abandoned |
| tryolabs/luminoth Luminoth is an open-source Python toolkit for computer vision built on TensorFlow and Sonnet, focused on object detection with Faster R-CNN… | 23 | 2403 | abandoned |
| andelf/fuck12306 A Python demo project that attempts to recognize 12306 (China Railway) image CAPTCHAs using image preprocessing, pytesseract OCR, and Baidu… | 32 | 2400 | abandoned |
| kaishengtai/neuralart A Torch7 (Lua) implementation of the paper 'A Neural Algorithm of Artistic Style' for neural style transfer, applying the style of one imag… | 32 | 2394 | abandoned |
| DanielRapp/doppler A JavaScript library that detects hand motion using the doppler effect, emitting an inaudible ~20kHz tone from speakers and measuring frequ… | 32 | 2393 | abandoned |
| facebookarchive/fb.resnet.torch A Torch (Lua) implementation of ResNet residual networks for image classification, with training scripts for ImageNet and pretrained models… | 10 | 2360 | abandoned |
| microsoft/Deep3DFaceReconstruction A TensorFlow implementation of a weakly-supervised CNN method for reconstructing accurate 3D face models (shape, texture, pose, landmarks) … | 32 | 2355 | abandoned |
| casper-hansen/AutoAWQ AutoAWQ is a Python library implementing the Activation-aware Weight Quantization (AWQ) algorithm for 4-bit quantization of large language … | 10 | 2349 | abandoned |
| openai/improved-gan Reference implementation of the techniques from the OpenAI paper 'Improved Techniques for Training GANs' (arXiv:1606.03498), including semi… | 10 | 2333 | abandoned |
| isl-org/DPT DPT (Dense Prediction Transformers) is Intel's implementation of Vision Transformers for dense prediction tasks, providing pretrained model… | 10 | 2332 | abandoned |
| google-gemini/deprecated-generative-ai-python The deprecated Google AI Python SDK for the Gemini API, which allowed developers to integrate Google's generative AI models into Python app… | 10 | 2327 | abandoned |
| achillesrasquinha/bulbea A Python library for stock market prediction and modelling using deep learning, built on TensorFlow with RNN models for price forecasting a… | 32 | 2323 | abandoned |
| openai/finetune-transformer-lm Reference code and model for OpenAI's paper 'Improving Language Understanding by Generative Pre-Training' (the original GPT-1), implemented… | 10 | 2310 | abandoned |
| gluon-api/gluon-api Gluon API is a clear, concise, and efficient interface for building deep learning models with an imperative programming style, originally d… | 10 | 2294 | abandoned |
| facebookresearch/InferSent InferSent is a sentence embedding method from Facebook AI Research that produces semantic representations for English sentences using a mod… | 10 | 2279 | abandoned |
| samjabrahams/tensorflow-on-raspberry-pi A repository providing pre-built TensorFlow wheels and installation scripts for the Raspberry Pi, created before official support existed. … | 23 | 2256 | abandoned |
| antirez/neural-redis A Redis loadable module (written in C) that implements feed-forward neural networks as a native Redis data type. It compresses data collect… | 32 | 2228 | abandoned |
| PetrochukM/PyTorch-NLP PyTorch-NLP (torchnlp) is a Python library of basic utilities for natural language processing built on PyTorch, providing text data loading… | 10 | 2222 | abandoned |
| TNTwise/REAL-Video-Enhancer A cross-platform GUI application for enhancing videos with AI models, supporting frame interpolation (RIFE), upscaling (Real-ESRGAN), decom… | 86 | 2217 | abandoned |
| abisee/pointer-generator Reference implementation of the pointer-generator network from the ACL 2017 paper 'Get To The Point: Summarization with Pointer-Generator N… | 32 | 2191 | abandoned |
| openai/roboschool Roboschool is an open-source robot simulation library providing physics-based Gym environments for reinforcement learning research, includi… | 10 | 2169 | abandoned |
| paarthneekhara/text-to-image An experimental TensorFlow implementation of text-to-image synthesis using Skip Thought Vectors and the GAN-CLS algorithm from the Generati… | 32 | 2163 | abandoned |
| facebookresearch/SparseConvNet A PyTorch library for training Submanifold Sparse Convolutional Networks, providing spatially-sparse convolutions that operate efficiently … | 10 | 2145 | abandoned |
| neuralmagic/sparseml SparseML is a Python library for applying sparsification recipes (pruning, quantization, sparsity) to neural networks with a few lines of c… | 10 | 2144 | abandoned |
| handtracking-io/yoha Yoha is a browser-based hand tracking engine built on TensorFlow.js that detects 21 2D hand landmarks, hand presence, left/right orientatio… | 23 | 2117 | abandoned |
| openai/image-gpt OpenAI's official code and pre-trained models for iGPT (image GPT), a GPT-2-style transformer adapted to generate and classify images as pi… | 10 | 2096 | abandoned |
| facebookresearch/darkforestGo DarkForest is a computer Go game engine developed at Facebook AI Research, powered by deep neural networks and Monte Carlo tree search. It … | 10 | 2095 | abandoned |
| LantaoYu/SeqGAN A Python/TensorFlow implementation of SeqGAN, the Sequence Generative Adversarial Nets with Policy Gradient model from the AAAI-17 paper. I… | 32 | 2092 | abandoned |
| ajbrock/Neural-Photo-Editor A GUI application for editing natural photos using generative neural networks (GANs/VAEs), implementing the Introspective Adversarial Netwo… | 32 | 2074 | abandoned |
| mitsuba-renderer/mitsuba2 Mitsuba 2 is a research-oriented, retargetable physically-based rendering system written in C++17, supporting CPU, SIMD-vectorized, and GPU… | 23 | 2072 | abandoned |