An open API service indexing awesome lists of open source software.

Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

https://github.com/vita-group/orthogonality-in-cnns

[NeurIPS '18] "Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?" Official Implementation.

cnns computer-vision deep-learning orthogonal

Last synced: 06 Mar 2026

https://github.com/ise-uiuc/nnsmith

Automatic DNN generation for fuzzing and more

compiler deep-learning fuzzing machine-learning pytorch tensorflow

Last synced: 12 Apr 2025

https://github.com/coqui-ai/STT-models

Open models for Coqui STT

deep-learning models speech-to-text

Last synced: 09 May 2025

https://github.com/ucbrise/graphtrans

Representing Long-Range Context for Graph Neural Networks with Global Attention

deep-learning graph-neural-networks pytorch transformer

Last synced: 11 Apr 2025

https://github.com/xilaili/AOGNet

Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"

aognet cifar10 cifar100 computer-vision deep-learning deep-neural-networks image-classification imagenet mxnet

Last synced: 16 Apr 2025

https://github.com/hkchengrex/mask-propagation

[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code :star2:. Semi-supervised video object segmentation evaluation.

computer-vision cvpr2021 deep-learning pytorch segmentation video-object-segmentation video-segmentation

Last synced: 22 Apr 2025

https://github.com/bpiel/guildsman

TensorFlow library for Clojure

clojure deep-learning machine-learning tensorflow

Last synced: 24 Aug 2025

https://github.com/vra/flopth

A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.

cnn deep-learning deeplearning flop flops pip pypi python python3 pytorch visualization

Last synced: 22 Jul 2025

https://github.com/gradientinstitute/aboleth

A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation

bayesian-inference bayesian-machine-learning deep-learning deep-neural-networks gaussian-processes tensorflow

Last synced: 22 May 2026

https://github.com/xuyxu/deep-clustering-network

PyTorch Implementation of "Towards K-Means-Friendly Spaces: Simultaneous Deep Learning and Clustering," Bo Yang et al., ICML'2017.

clustering deep-learning pytorch

Last synced: 14 Apr 2025

https://github.com/jhkim89/PyramidNet

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

cifar-10 cifar-100 cnn-architecture deep-learning imagenet network-architecture residual-networks resnet torch7

Last synced: 29 Mar 2025

https://github.com/wmylxmj/YOLO-V3-IOU

YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19

anime cnn computer-vision deep-learning iou keras object-detection real-time yolo yolov3

Last synced: 21 Apr 2025

https://github.com/rsnk96/Ubuntu-Setup-Scripts

Scripts to help you set up your Ubuntu quickly, especially if you're in any subfield of Data Science or AI!

anaconda cuda deep-learning deeplearning dl ffmpeg installers ml opencv python pytorch tensorflow tensorflow-setup ubuntu zsh

Last synced: 07 Apr 2025

https://github.com/flyingdoog/PGExplainer

Parameterized Explainer for Graph Neural Network

deep-learning graph-neural-network graph-neural-networks tensorflow

Last synced: 21 Jul 2025

https://github.com/maciejkula/sbr-rs

Deep recommender systems for Rust

deep-learning machine-learning recommender-systems rust

Last synced: 28 Feb 2026

https://github.com/niutrans/naspapers

Paper lists of neural architecture search (NAS)

deep-learning machine-learning nas neural-architecture-search neural-networks

Last synced: 26 Feb 2025

https://github.com/philipperemy/tensorflow-phased-lstm

Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0

deep-learning lstm-model machine-learning mnist-dataset recurrent-networks tensorflow tensorflow-1-0

Last synced: 02 May 2025

https://github.com/louisfb01/top-10-cv-papers-2021

A curated list of the top 10 computer vision papers in 2021 with video demos, articles, code and paper reference.

2021 ai computer-vision deep-learning gans innovation machine-learning machinelearning paper python research research-paper sota sota-technique state-of-art state-of-the-art technology transformers

Last synced: 10 Jul 2025

https://github.com/nvidia/clara-train-examples

Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models

automl clara-train deep-learning healthcare-imaging medical-imaging-computing medical-imaging-processing python3 pytorch tcia-dac

Last synced: 10 Oct 2025

https://github.com/oxwearables/ssl-wearables

Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)

accelerometer deep-learning foundation-models human-activity-recognition pytorch self-supervised-learning wearable

Last synced: 14 Jan 2026

https://github.com/howardyclo/papernotes

My personal notes and surveys on DL, CV and NLP papers.

deep-learning natural-language-processing paper-notes

Last synced: 19 May 2026

https://github.com/AnicetNgrt/jiro-nn

A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.

adam classification cuda data-analysis deep-learning dropout gpu gpu-computing machine-learning ml nalgebra neural-networks nn opencl pipelines regression rust sgd

Last synced: 25 Sep 2025

https://github.com/stared/keras-sequential-ascii

ASCII summary for simple sequential models in Keras

ascii convnet deep-learning keras keras-visualization sequential-models

Last synced: 26 Jun 2025

https://github.com/BiomedSciAI/fuse-med-ml

A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)

ai cmmd collaboration ct deep-learning fuse fuse-med-ml fusemedml hacktoberfest healthcare isic knight-challenge machine-learning medical medical-imaging multimodality python pytorch stoic vision

Last synced: 08 May 2025

https://github.com/wvabrinskas/Neuron

A neural network library for Swift

deep-learning machine-learning neural-network

Last synced: 15 May 2026

https://github.com/dkedar7/fast_dash

Turn your Python functions into interactive apps! Fast Dash is an innovative way to deploy your Python code as interactive web apps with minimal changes.

dash data-analysis data-science data-visualization deep-learning fast-dash flask machine-learning plotly-dash python ui webdevelopment

Last synced: 20 Apr 2026

https://github.com/azure/mlops-templates

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

azure azureml deep-learning machine-learning microsoft mlops mlops-environment mlops-project mlops-template mlops-workflow

Last synced: 15 May 2025

https://github.com/PetrochukM/HParams

Configure Python functions explicitly and safely

configuration deep-learning hyperparameters machine-learning python python3

Last synced: 05 Apr 2025

https://github.com/dahyun-kang/ifsl

[CVPR'22] Official PyTorch implementation of Integrative Few-Shot Learning for Classification and Segmentation

computer-vision cvpr2022 deep-learning few-shot-classification few-shot-learning few-shot-segmentation pytorch pytorch-lightning

Last synced: 12 Apr 2025

https://github.com/linkedin/avro2tf

Avro2TF is designed to fill the gap of making users' training data ready to be consumed by deep learning training frameworks.

deep-learning linkedin machine-learning tensorflow

Last synced: 17 Aug 2025

https://github.com/agamiko/pixel_character_generator

Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.

dataset dataset-generation dcgan-pytorch deep-learning generative-adversarial-network

Last synced: 24 Jul 2025

https://github.com/hellonico/origami

Lowest barrier of entry to Image Processing, Computer Vision and Neural Networks on the JavaVM

clojure computer-vision deep-learning dnn java kotlin opencv yolov8

Last synced: 16 May 2025

https://github.com/alshedivat/meta-blocks

A modular toolbox for meta-learning research with a focus on speed and reproducibility.

api benchmark deep-learning learning-to-learn meta-learning python tensorflow toolbox

Last synced: 06 Oct 2025

https://github.com/vt-vl-lab/reading_group

Virginia Tech Vision and Learning Reading Group

computer-vision deep-learning machine-learning

Last synced: 06 Mar 2026

https://github.com/chenfengye/sportscap

[IJCV 2021] SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos

action-recognition dataset deep-learning ijcv2021 motion-capture motion-prior sport sports-analytics sports-data

Last synced: 16 Mar 2025

https://github.com/voxel51/papers-with-data

A curated list of papers that released datasets along with their work

ai artificial-intelligence computer-vision data-science datasets deep-learning machine-learning papers

Last synced: 16 Jul 2025

https://github.com/syn-mcj/tfclassify-unity-barracuda

An example of using Tensorflow and ONNX models with Unity Barracuda inference engine for image classification and object detection.

barracuda deep-learning image-classification object-detection object-recognition onnx tensorflow unity

Last synced: 30 Apr 2025

https://github.com/Marco-Christiani/zigrad

A deep learning framework built on an autograd engine with high level abstractions and low level control.

autograd deep-learning machine-learning neural-network tensor zig zig-package ziglang

Last synced: 18 Jul 2025

https://github.com/hzwer/nips2017-learningtorunace

2nd place solution of NIPS2017 LearningToRun Competition.

deep-learning keras reinforcement-learning

Last synced: 20 Jun 2025

https://github.com/dragonfly90/mxnet_Realtime_Multi-Person_Pose_Estimation

This is a mxnet version of Realtime_Multi-Person_Pose_Estimation, origin code is here https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation

computer-vision deep-learning humanpose

Last synced: 17 Apr 2025

https://github.com/lyken17/sparsenet

[ECCV 2018] Sparsely Aggreagated Convolutional Networks https://arxiv.org/abs/1801.05895

computer-vision convolutional-neural-networks deep-learning

Last synced: 17 Mar 2025

https://github.com/parasj/checkmate

Training neural networks in TensorFlow 2.0 with 5x less memory

compiler deep-learning distributed-systems gpu-memory memory python tensorflow tensorflow2

Last synced: 12 Apr 2025

https://github.com/cloudslab/dlsf

[TMC'20] Deep Learning based Scheduler for Stochastic Fog-Cloud computing environments

a3c-learning cloud-computing cloudsim deep-learning fog-computing reinforcement-learning scheduling

Last synced: 16 Jan 2026

https://github.com/hzwer/NIPS2017-LearningToRunACE

2nd place solution of NIPS2017 LearningToRun Competition.

deep-learning keras reinforcement-learning

Last synced: 22 Apr 2025

https://github.com/trigeorgis/mdm

A TensorFlow implementation of the Mnemonic Descent Method.

deep-learning face face-alignment mdm menpo pretrained-models snapchat tensorflow

Last synced: 24 Mar 2025

https://github.com/mortenjust/trainer-mac

Trains a model, then generates a complete Xcode project that uses it - no code necessary

ai deep-learning deep-neural-networks image-recognition ios machine-learning swift tensorflow xcode

Last synced: 02 Apr 2026

https://github.com/AgaMiko/pixel_character_generator

Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.

dataset dataset-generation dcgan-pytorch deep-learning generative-adversarial-network

Last synced: 05 Apr 2025

https://github.com/cvjena/cn24

Convolutional (Patch) Networks for Semantic Segmentation

convolutional-networks deep-learning opencl segmentation

Last synced: 11 Jan 2026

https://github.com/ericmjl/bayesian-deep-learning-demystified

In which I try to demystify the fundamental concepts behind Bayesian deep learning.

bayesian bayesian-deep-learning deep-learning deep-neural-networks deeplearning fundamental-concepts

Last synced: 13 Apr 2025

https://github.com/lucidrains/peer-pytorch

Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind

artificial-intelligence deep-learning mixture-of-experts product-key

Last synced: 10 Jun 2025

https://github.com/rdspring1/pytorch_gbw_lm

PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset

deep-learning gpu language-model lstm machine-learning nlp pytorch torch torch-gbw

Last synced: 18 Oct 2025

https://github.com/arsedler9/lfads-torch

A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.

deep-learning dynamical-systems hyperparameter-optimization neuroscience recurrent-neural-networks time-series

Last synced: 06 Feb 2026

https://github.com/skygazer42/foresight

通过统一接口支持 250+ 种统计、机器学习与深度学习模型时间序列预测工具包,

backtesting deep-learning forecasting machine-learning time-series

Last synced: 03 May 2026

https://github.com/aphp/edsnlp

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.

clinical-data-warehouse deep-learning fast french medical multi-task nlp pytorch rule-based spacy text-mining

Last synced: 15 May 2025

https://github.com/shusentang/bdc2019

2019中国高校计算机大赛——大数据挑战赛 第三名解决方案

competition data-mining deep-learning feature-engineering machine-learning

Last synced: 07 Mar 2026

https://github.com/Gogul09/deep-drum

An interactive drum machine & arpeggio generator created using Google's Magenta JS

deep-learning javascript magenta music rhythm tonejs

Last synced: 03 Apr 2025

https://github.com/betomorrow/reimprovejs

A framework using TensorFlow.js for Deep Reinforcement Learning

deep-learning javascript reinforcement-learning tensorflow tfjs typescript

Last synced: 22 May 2026

https://github.com/BIMCV-CSUSP/BIMCV-COVID-19

Valencia Region Image Bank (BIMCV) that combines data from the PadChest dataset with future datasets based on COVID-19 pathology to provide the open scientific community with data of clinical-scientific value that helps early detection of COVID-19

ai bimcv coronavirus-dataset covid deep-learning detection open-data padchest-dataset pneumonia rx scientific-community

Last synced: 20 Nov 2025

https://github.com/astorfi/sequence-to-sequence-from-scratch

:speech_balloon: Sequence to Sequence from Scratch Using Pytorch

deep-learning machine-learning python pytorch

Last synced: 15 Apr 2025

https://github.com/dlab-berkeley/R-Deep-Learning

Workshop (6 hours): Deep learning in R using Keras. Building & training deep nets, image classification, transfer learning, text analysis, visualization

biomedical cloudml deep-learning keras nlp tensorflow

Last synced: 26 Apr 2025

https://github.com/gante/mmwave-localization-learning

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

5g beamforming cnn deep-learning jetson-tx2 lstm machine-learning mmwave nlos positioning tcn tracking

Last synced: 08 May 2025

https://github.com/adibvafa/codontransformer

CodonTransformer: The ultimate tool for codon optimization, optimizing DNA sequences for heterologous protein expression across 164 species.

bioinformatics biotechnology codon codon-optimization codon-optimizer computational-biology deep-learning gene-expression machine-learning synthetic-biology

Last synced: 12 Apr 2025

https://github.com/chrhenning/hypnettorch

Package for working with hypernetworks in PyTorch.

deep-learning hypernet hypernets hypernetwork hypernetworks neural-network python pytorch torch

Last synced: 29 Apr 2025

https://github.com/vavrines/Kinetic.jl

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

boltzmann-equation cfd deep-learning differential-equations finite-element-methods finite-volume fluid-dynamics julia kinetic-theory numerical-pdes pde plasma rarefied-gas-dynamics scientific-machine-learning sciml

Last synced: 04 May 2025

https://github.com/ahundt/robotics_setup

Setup Ubuntu 18.04, 16.04 and 14.04 with machine learning and robotics software plus user configuration. Includes ceres tensorflow ros caffe vrep eigen cudnn and cuda plus many more.

bash bash-script ceres-solver deep-learning eigen grl install keras linux python robot robotics ros setup tensorflow ubuntu ubuntu1404 ubuntu1604 vrep zsh

Last synced: 12 Jul 2025

https://github.com/gante/mmWave-localization-learning

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

5g beamforming cnn deep-learning jetson-tx2 lstm machine-learning mmwave nlos positioning tcn tracking

Last synced: 07 May 2025

https://github.com/chenfengye/tightcap

[SIGGRAPH 2022] TightCap: 3D Human Shape Capture with Clothing Tightness Field, a human reconstruction framework for clothed avatars

3d-reconstruction clothing dataset deep-learning generative-adversarial-network multi-view-stereo performance-capture siggraph2022

Last synced: 30 Jan 2026

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 awesome-ai-in-finance 208 Awesome-Prompt-Engineering 455 learn-ai-engineering 114 Awesome-Geospatial 1,525 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,102 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 Awesome-Deblurring 444 awesome-anomaly-detection 138 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-World-Model 725 Awesome-FL 4,069 awesome-deep-trading 94 awesome-backbones 82 Awesome-Dataset-Distillation 351 awesome-diarization 183 awesome-radar-perception 559