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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/cdpierse/transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

captum computer-vision deep-learning explainable-ai interpretability machine-learning model-explainability natural-language-processing neural-network nlp transformers transformers-model

Last synced: 15 May 2025

https://github.com/omarsar/nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

cnn deep-learning nlp reinforcement-learning rnn word-embeddings

Last synced: 16 May 2025

https://github.com/bloc97/crossattentioncontrol

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

cross-attention deep-learning diffusion-models stable-diffusion

Last synced: 16 May 2025

https://github.com/bloc97/CrossAttentionControl

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

cross-attention deep-learning diffusion-models stable-diffusion

Last synced: 03 Apr 2025

https://xl0.github.io/lovely-tensors/

Tensors, for human consumption

deep-learning library pytorch statistics visualization

Last synced: 09 Dec 2025

https://github.com/mic-dkfz/medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

3d-mask-rcnn 3d-models 3d-object-detection deep-learning deep-neural-networks detection mask-rcnn medical-image-analysis medical-image-computing medical-image-processing medical-imaging object-detection pytorch-cnn pytorch-deeplearning pytorch-implementation retina-net retina-unet segmentation semantic-segmentation u-net

Last synced: 08 Apr 2025

https://github.com/MIC-DKFZ/medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

3d-mask-rcnn 3d-models 3d-object-detection deep-learning deep-neural-networks detection mask-rcnn medical-image-analysis medical-image-computing medical-image-processing medical-imaging object-detection pytorch-cnn pytorch-deeplearning pytorch-implementation retina-net retina-unet segmentation semantic-segmentation u-net

Last synced: 09 May 2025

https://github.com/lucidrains/naturalspeech2-pytorch

Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch

artificial-intelligence deep-learning latent-diffusion residual-vector-quantization singing-synthesis speech-synthesis zero-shot

Last synced: 15 May 2025

https://github.com/interdigitalinc/compressai

A PyTorch library and evaluation platform for end-to-end compression research

compression deep-learning deep-neural-networks machine-learning neural-network python pytorch

Last synced: 14 May 2025

https://github.com/oracle/tribuo

Tribuo - A Java machine learning library

classification clustering deep-learning java machine-learning ml nlp regression

Last synced: 11 May 2025

https://github.com/ikatsov/tensor-house

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

ai customer-analysis data-science deep-learning llm machine-learning marketing models personalization reinforcement-learning supply-chain

Last synced: 08 Apr 2025

https://github.com/bamos/dcgan-completion.tensorflow

Image Completion with Deep Learning in TensorFlow

deep-learning tensorflow

Last synced: 12 Apr 2025

https://github.com/ddz16/tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

deep-learning deep-neural-networks paper-lists rnn spatial-temporal-forecasting spatio-temporal spatio-temporal-data spatio-temporal-prediction tcn time-series time-series-analysis time-series-forecasting time-series-models time-series-prediction transformer

Last synced: 27 Jan 2026

https://github.com/stared/livelossplot

Live training loss plot in Jupyter Notebook for Keras, PyTorch and others

deep-learning jupyter-notebook keras keras-visualization pytorch

Last synced: 29 Apr 2025

https://github.com/OpenPPL/ppl.nn

A primitive library for neural network

deep-learning neural-network onnx

Last synced: 20 Mar 2025

https://github.com/openppl-public/ppl.nn

A primitive library for neural network

deep-learning neural-network onnx

Last synced: 12 Jan 2026

https://github.com/openppl/ppl.nn

A primitive library for neural network

deep-learning neural-network onnx

Last synced: 14 May 2025

https://github.com/InterDigitalInc/CompressAI

A PyTorch library and evaluation platform for end-to-end compression research

compression deep-learning deep-neural-networks machine-learning neural-network python pytorch

Last synced: 03 May 2025

https://github.com/onnx/onnx-tensorflow

Tensorflow Backend for ONNX

deep-learning deep-neural-networks onnx tensorflow

Last synced: 14 May 2025

https://github.com/open-mmlab/mmfashion

Open-source toolbox for visual fashion analysis based on PyTorch

attribute-prediction clothes-retrieval deep-learning fashion-ai landmark-detection visual-fashion-analysis

Last synced: 15 May 2025

https://github.com/digantamisra98/mish

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

activation-functions bmvc bmvc20 computer-vision deep-learning image-classification mathematics neural-networks object-detection

Last synced: 17 Oct 2025

https://github.com/kakaobrain/pororo

PORORO: Platform Of neuRal mOdels for natuRal language prOcessing

automatic-speech-recognition deep-learning natural-language-processing neural-models speech-synthesis

Last synced: 30 Dec 2025

https://github.com/lucidrains/video-diffusion-pytorch

Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch

artificial-intelligence ddpm deep-learning text-to-video video-generation

Last synced: 14 Apr 2025

https://github.com/leehomyc/Faster-High-Res-Neural-Inpainting

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

deep-learning deep-learning-papers machine-learning

Last synced: 27 Mar 2025

https://github.com/mosaicml/streaming

A Data Streaming Library for Efficient Neural Network Training

dataset deep-learning machine-learning neural-network pytorch streaming

Last synced: 13 May 2025

https://github.com/keon/deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

ddqn deep-learning deep-q-network deep-reinforcement-learning dqn reinforcement-learning

Last synced: 24 May 2026

https://github.com/Xilinx/brevitas

Brevitas: neural network quantization in PyTorch

brevitas deep-learning fpga hardware-acceleration neural-networks ptq pytorch qat quantization xilinx

Last synced: 23 Apr 2025

https://github.com/L1aoXingyu/Deep-Learning-Project-Template

A best practice for deep learning project template architecture.

chainer deep-learning keras pytorch pytorch-tutorial

Last synced: 08 May 2025

https://github.com/mathworks/MATLAB-Simulink-Challenge-Project-Hub

This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and industry directions.

ai autonomous capstone capstone-project computer-vision deep-learning drones energy final-project final-year-project master-thesis matlab project-ideas robotics senior-design senior-project simulink student-project students thesis

Last synced: 09 May 2025

https://github.com/AshwinRJ/Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

deep-learning distributed-computing federated-learning python pytorch

Last synced: 06 May 2025

https://github.com/digantamisra98/Mish

Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]

activation-functions bmvc bmvc20 computer-vision deep-learning image-classification mathematics neural-networks object-detection

Last synced: 20 Mar 2025

https://github.com/rail-berkeley/softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

deep-learning deep-neural-networks deep-reinforcement-learning machine-learning reinforcement-learning soft-actor-critic

Last synced: 08 Apr 2025

https://github.com/charlesXu86/Chatbot_CN

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

attention-mechanism chatbot-cn deep-learning dialogue-systems django-restful intent-detection ir knowledge-graph ner nlg nlu oriented-dialogs recommendation reinforcement-learning sentiment-analysis slot-filling tenserflow-serving tensorflow text-classification text-correct

Last synced: 09 Apr 2025

https://github.com/karpathy/arxiv-sanity-lite

arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.

arxiv deep-learning flask machine-learning

Last synced: 19 Oct 2025

https://github.com/jonathan-laurent/alphazero.jl

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

alphazero deep-learning julia machine-learning

Last synced: 14 May 2025

https://github.com/greenelab/deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

deep-learning genomics manubot manuscript neural-networks review

Last synced: 27 Jan 2026

https://github.com/davidadsp/generative_deep_learning_2nd_edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

chatgpt dalle2 data-science deep-learning diffusion-models generative-adversarial-network gpt-3 machine-learning python stable-diffusion tensorflow

Last synced: 06 Oct 2025

https://github.com/juanmc2005/diart

A python package to build AI-powered real-time audio applications

deep-learning real-time speaker-diarization speaker-embedding streaming-audio transcription voice-activity-detection

Last synced: 14 May 2025

https://github.com/JunMa11/MICCAI-OpenSourcePapers

MICCAI 2019-2023 Open Source Papers

deep-learning medical-imaging

Last synced: 08 May 2025

https://github.com/ikostrikov/pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

a3c actor-critic asynch asynchronous-advantage-actor-critic asynchronous-methods deep-learning deep-reinforcement-learning python pytorch pytorch-a3c reinforcement-learning

Last synced: 16 May 2025

https://github.com/opendilab/DI-star

An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.

artificial-intelligence deep-learning deep-reinforcement-learning league reinforcment-learning self-play starcraft2

Last synced: 12 May 2025

https://github.com/open-mmlab/mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

ai computer-vision deep-learning machine-learning python pytorch

Last synced: 13 May 2025

https://github.com/eliorc/node2vec

Implementation of the node2vec algorithm.

deep-learning embeddings machine-learning-algorithms

Last synced: 14 May 2025

https://github.com/opendilab/di-star

An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.

artificial-intelligence deep-learning deep-reinforcement-learning league reinforcment-learning self-play starcraft2

Last synced: 08 Apr 2025

https://github.com/junma11/miccai-opensourcepapers

MICCAI 2019-2023 Open Source Papers

deep-learning medical-imaging

Last synced: 26 Jan 2026

https://github.com/amaiya/ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

computer-vision deep-learning graph-neural-networks keras machine-learning nlp python tabular-data tensorflow

Last synced: 29 Apr 2025

https://github.com/sicara/easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

deep-learning few-shot-classifcation few-shot-learning few-shot-recognition image-classification machine-learning meta-learning pytorch

Last synced: 17 Oct 2025

https://github.com/snap-research/articulated-animation

Code for Motion Representations for Articulated Animation paper

deep-learning first-order-motion-model image-animation video-generation

Last synced: 15 May 2025

https://greenelab.github.io/deep-review/

A collaboratively written review paper on deep learning, genomics, and precision medicine

deep-learning genomics manubot manuscript neural-networks review

Last synced: 16 Mar 2025

https://github.com/doonny/PipeCNN

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

altera-opencl-sdk deep-learning deep-neural-networks fpga fpga-accelerator hardware hls opencl

Last synced: 15 Mar 2025

https://github.com/jrieke/best-of-streamlit

🏆 A ranked gallery of awesome streamlit apps built by the community

best-of best-of-list dashboard deep-learning machine-learning streamlit streamlit-component streamlit-webapp visualization

Last synced: 08 Apr 2025

https://github.com/arkflow-rs/arkflow

High performance Rust stream processing engine seamlessly integrates AI capabilities, providing powerful real-time data processing and intelligent analysis.

ai arkflow datafusion deep-learning duckdb flow kafka machine-learning mysql nats postgresql redis rust rust-lang sql sqlite stream tokio tokio-rs websocket

Last synced: 24 Feb 2026

https://github.com/alibabaresearch/damo-convai

DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.

conversational-ai deep-learning dialog natural-language-processing

Last synced: 07 Aug 2025

https://github.com/dair-ai/gnns-recipe

🟠 A study guide to learn about Graph Neural Networks (GNNs)

deep-learning graph graph-convolutional-networks graph-neural-networks machine-learning

Last synced: 28 Jan 2026

https://github.com/davidADSP/Generative_Deep_Learning_2nd_Edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

chatgpt dalle2 data-science deep-learning diffusion-models generative-adversarial-network gpt-3 machine-learning python stable-diffusion tensorflow

Last synced: 01 May 2025

https://github.com/captain1986/captainblackboard

船长关于机器学习、计算机视觉和工程技术的总结和分享

computer-vision convolutional-neural-networks deep-learning optimization-algorithms summary

Last synced: 16 May 2025

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

Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

artificial-intelligence attention-mechanism deep-learning transformers visual-question-answering

Last synced: 15 May 2025

https://github.com/ShannonAI/service-streamer

Boosting your Web Services of Deep Learning Applications.

bert deep-learning model-deployment pytorch tensorflow web

Last synced: 03 Apr 2025

https://github.com/memorialcheng/deep-learning-from-scratch

《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《深度学习之神经网络(CNN-RNN-GAN)算法原理-实战》；《菜菜的机器学习sklearn》

deep-learning machine-learning sklearn

Last synced: 16 May 2025

https://github.com/kotaro-kinoshita/yomitoku

YomiTokuはAIを活用した日本語文書解析エンジンを提供するPythonパッケージです。 Yomitoku is an AI-powered document image analysis package designed specifically for the Japanese language.

deep-learning layout-analysis ocr python pytorch

Last synced: 14 Jan 2026

https://github.com/zeusees/license-plate-detector

基于Yolov5车牌检测,更快更准.

deep-learning ncnn plate-detection retinaface

Last synced: 16 May 2025

https://github.com/br-idl/paddlevit

:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

classification computer-vision cv deep-learning detection encoder-decoder gan mlp object-detection paddlepaddle segmentation semantic-segmentation transformer vit

Last synced: 14 Apr 2025

https://github.com/hyperparticle/one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

cifar10 cnn deep-learning image-processing imagenet keras machine-learning neural-network nlp tensorflow

Last synced: 05 Oct 2025

https://github.com/huoyijie/AdvancedEAST

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.https://github.com/huoyijie/raspberrypi-car

advancedeast advancedeast-network-arch algorithm bellow computer-vision deep-learning east icpr keras machine-learning python scene tensorflow text-detect text-predictions tian-chi tianchi

Last synced: 02 Apr 2025

https://github.com/Hyperparticle/one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

cifar10 cnn deep-learning image-processing imagenet keras machine-learning neural-network nlp tensorflow

Last synced: 03 Apr 2025

https://github.com/huoyijie/advancedeast

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.https://github.com/huoyijie/raspberrypi-car

advancedeast advancedeast-network-arch algorithm bellow computer-vision deep-learning east icpr keras machine-learning python scene tensorflow text-detect text-predictions tian-chi tianchi

Last synced: 16 May 2025

https://github.com/zeusees/License-Plate-Detector

基于Yolov5车牌检测,更快更准.

deep-learning ncnn plate-detection retinaface

Last synced: 21 Apr 2025

Deep learning Awesome Lists
awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 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 1,521 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-anomaly-detection 138 Awesome-Deblurring 444 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559
Deep learning Categories
Papers 8,793 Uncategorized 8,633 fl in top-tier journal 3,220 Books 2,485 A01_文本生成_文本对话 2,389 **Literature and Codes** 2,262 Repos 1,845 NLP 1,807 Conference Papers 1,656 Table of Contents 1,633 fl in top ml conference and journal 1,564 Year 2022 1,438 Publications-and-Preprints 1,154 Attack 1,065 Deep Learning 1,044 Research Papers 948 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 856 Researchers 830