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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/mkocabas/pose-residual-network

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

deep-learning deep-neural-networks eccv eccv-2018 keras pose-estimation python tensorflow

Last synced: 09 Apr 2025

https://github.com/seasonsh/probabilistic-face-embeddings

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

deep-learning deep-neural-networks face-recognition tensorflow uncertainty

Last synced: 09 Apr 2025

https://github.com/rjt1990/mantra

A high-level, rapid development framework for machine learning projects

deep-learning machine-learning

Last synced: 06 Apr 2025

https://github.com/RJT1990/mantra

A high-level, rapid development framework for machine learning projects

deep-learning machine-learning

Last synced: 13 Jul 2025

https://github.com/fabio-sim/Depth-Anything-ONNX

ONNX-compatible Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

deep-learning depth depth-anything depth-estimation machine-learning monocular-depth-estimation onnx onnxruntime pytorch

Last synced: 19 Apr 2026

https://github.com/google-deepmind/dm_env

A Python interface for reinforcement learning environments

api deep-learning interface machine-learning python reinforcement-learning

Last synced: 12 Dec 2025

https://github.com/aporia-ai/mlnotify

🔔 No need to keep checking your training - just one import line and you'll know the second it's done.

data-science deep-learning deeplearning machine-learning machinelearning machinelearning-python ml notification notifications opensource python python3 tool tools

Last synced: 05 Apr 2025

https://github.com/lucidrains/classifier-free-guidance-pytorch

Implementation of Classifier Free Guidance in Pytorch, with emphasis on text conditioning, and flexibility to include multiple text embedding models

artificial-intelligence classifier-free-guidance deep-learning text-guidance

Last synced: 07 Apr 2025

https://github.com/truefoundry/cognita

Cognita by TrueFoundry - Framework for building modular, open source RAG applications for production.

ai deep-learning generative-ai llmops machine-learning mlops model-deployment python rag retrieval-augmented-generation typescript

Last synced: 05 Apr 2025

https://github.com/fluxml/metalhead.jl

Computer vision models for Flux

computer-vision deep-learning flux julia machine-learning

Last synced: 15 May 2025

https://github.com/justusschock/shapenet

PyTorch implementation of "Super-Realtime Facial Landmark Detection and Shape Fitting by Deep Regression of Shape Model Parameters" predicting facial landmarks with up to 400 FPS

deep-learning delira facial-keypoints facial-keypoints-cnn facial-landmarks landmark-detection pytorch shape shape-models shape-prediction shape-predictor

Last synced: 10 Sep 2025

https://github.com/datmo/datmo

Open source production model management tool for data scientists

artificial-intelligence data-science deep-learning machine-learning reproducibility version-control

Last synced: 14 Dec 2025

https://github.com/karolzak/keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

deep-learning deep-neural-networks deeplearning image-segmentation keras keras-tensorflow satellite-imagery segmentation semantic-segmentation u-net unet unet-image-segmentation unet-keras

Last synced: 04 Apr 2025

https://github.com/Confusezius/Revisiting_Deep_Metric_Learning_PyTorch

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.

cars196 cub200-2011 deep-learning deep-metric-learning icml2020 image-retrieval metric-learning stanford-online-products wandb

Last synced: 08 May 2025

https://github.com/lucidrains/bit-diffusion

Implementation of Bit Diffusion, Hinton's group's attempt at discrete denoising diffusion, in Pytorch

artificial-intelligence deep-learning denoising-diffusion discrete

Last synced: 04 Apr 2025

https://github.com/google-research/ibc

Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/

deep-learning imitation-learning reinforcement-learning

Last synced: 05 Apr 2025

https://github.com/alibaba-edu/simple-effective-text-matching

Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

deep-learning nlp quora-question-pairs snli tensorflow

Last synced: 09 Apr 2025

https://github.com/wpeebles/g.pt

Official PyTorch Implementation of "Learning to Learn with Generative Models of Neural Network Checkpoints"

deep-learning diffusion-models pytorch transformers

Last synced: 09 Apr 2025

https://github.com/autonlab/auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

causal-inference counterfactual-inference data-science deep-learning graphical-models machine-learning python regression reliability-analysis survival-analysis time-to-event

Last synced: 16 Jan 2026

https://github.com/lijx10/SO-Net

SO-Net: Self-Organizing Network for Point Cloud Analysis, CVPR2018

3d autonomous-driving computer-vision cvpr deep-learning point-cloud

Last synced: 20 Mar 2025

https://github.com/mme/vergeml

Machine Learning Environment - alpha version

command-line deep-learning deep-neural-networks machine-learning python rest-api

Last synced: 14 Dec 2025

https://github.com/NNgen/nngen

NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network

compiler deep-learning hardware high-level-synthesis neural-network onnx python pyverilog verilog-hdl veriloggen

Last synced: 22 Apr 2025

https://github.com/Unity-Technologies/Robotics-Object-Pose-Estimation

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

autonomy computer-vision deep-learning machine-learning manipulation model-training motion-planning perception physics-simulation pose-estimation robotics robotics-simulation ros simulation synthetic-data trajectory-generation tutorial unity ur3-robot-arm urdf

Last synced: 23 Jun 2026

https://github.com/hustvl/tineuvox

TiNeuVox: Fast Dynamic Radiance Fields with Time-Aware Neural Voxels (SIGGRAPH Asia 2022)

3d computer-graphics computer-vision deep-learning dynamic-scenes machine-learning nerf neural-network tineuvox view-synthesis

Last synced: 07 Apr 2025

https://github.com/xplip/pixel

Research code for pixel-based encoders of language (PIXEL)

deep-learning deep-neural-networks language-model machine-learning nlp pytorch

Last synced: 27 Aug 2025

https://github.com/GT4SD/gt4sd-core

GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.

deep-learning generative-models machine-learning python

Last synced: 01 May 2025

https://github.com/Barqawiz/Shakkala

Deep learning for AR text Vocalization - التشكيل الالي للنصوص العربية

arabic-nlp deep-learning lstm rnn

Last synced: 07 May 2025

https://github.com/barqawiz/shakkala

Deep learning for AR text Vocalization - التشكيل الالي للنصوص العربية

arabic-nlp deep-learning lstm rnn

Last synced: 05 Apr 2025

https://github.com/pykt-team/pykt-toolkit

pyKT: A Python Library to Benchmark Deep Learning based Knowledge Tracing Models

deep-learning dkt gkt knowledge-tracing knowledge-tracing-models

Last synced: 09 Apr 2026

https://github.com/yandexdataschool/deep_vision_and_graphics

Course about deep learning for computer vision and graphics co-developed by YSDA and Skoltech.

computer-vision course course-materials deep-learning pytorch

Last synced: 08 Apr 2025

https://github.com/jacobgil/keras-cam

Keras implementation of class activation mapping

deep-learning deep-learning-visualization keras visualization

Last synced: 09 Apr 2025

https://github.com/nvidia/earth2studio

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

ai climate-science deep-learning weather

Last synced: 28 Jan 2026

https://github.com/Yarroudh/segment-lidar

Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.

artificial-intelligence deep-learning lidar machine-learning python segmentation

Last synced: 20 Mar 2025

https://github.com/jacobgil/pytorch-explain-black-box

PyTorch implementation of Interpretable Explanations of Black Boxes by Meaningful Perturbation

blackbox deep-learning deeplearning pytorch visualization

Last synced: 07 Apr 2025

https://github.com/amirbar/detreg

Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".

deep-learning object-detection pytorch unsupervised-learning

Last synced: 06 Apr 2025

https://github.com/YerevaNN/Dynamic-memory-networks-in-Theano

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

babi-tasks deep-learning natural-language-processing theano

Last synced: 02 Mar 2026

https://github.com/lucidrains/deformable-attention

Implementation of Deformable Attention in Pytorch from the paper "Vision Transformer with Deformable Attention"

artificial-intelligence attention-mechanism deep-learning

Last synced: 15 May 2025

https://github.com/tianheyu927/pcgrad

Code for "Gradient Surgery for Multi-Task Learning"

deep-learning deep-reinforcement-learning multi-task-learning

Last synced: 08 Apr 2026

https://github.com/xternalz/WideResNet-pytorch

Wide Residual Networks (WideResNets) in PyTorch

deep-learning residual-networks resnet wide-resnet wideresnet

Last synced: 29 Mar 2025

https://github.com/domainadaptation/salad

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

deep-learning domain-adaptation machine-learning pytorch

Last synced: 07 May 2025

https://github.com/nimarb/pytorch_influence_functions

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

deep-learning influence-functions pytorch pytorch-implementation

Last synced: 04 Apr 2025

https://github.com/alibaba/easyrobust

EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.

adversarial-robustness deep-learning image-classification imagenet pretrained-models robustness

Last synced: 14 Oct 2025

https://github.com/nishkarshraj/100daysofmlcode

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1:

100daysofcode 100daysofmlcode artificial-intelligence artificial-neural-networks big-data classification classification-algorithm deep-learning generative-ai hacktoberfest linear-algebra linear-regression llm machine-learning neural-networks polynomial-regression python regression regression-models scikitlearn-machine-learning

Last synced: 15 May 2025

https://github.com/oswaldoludwig/Seq2seq-Chatbot-for-Keras

This repository contains a new generative model of chatbot based on seq2seq modeling.

chatbot conversational-agents deep-learning dialogue dialogue-generation gan generative-adversarial-network glove keras nlp seq2seq

Last synced: 02 Apr 2025

https://github.com/IBM/CrossViT

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

computer-vision deep-learning multi-scale-features vision-transformer

Last synced: 07 May 2025

https://github.com/shibing624/dialogbot

dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人，基于问答型对话、任务型对话、聊天型对话等模型实现，支持网络检索问答，领域知识问答，任务引导问答，闲聊问答，开箱即用。

chatbot deep-learning dialog dialogbot nlp qa question-answering

Last synced: 04 Apr 2025

https://github.com/astorfi/cntk-world

:earth_americas: Simple and ready-to-use deep learning examples for the Microsoft Cognitive Toolkit (CNTK)

deep-learning framework microsoft tutorial

Last synced: 09 Apr 2025

https://github.com/smousavi05/EQTransformer

EQTransformer, a python package for earthquake signal detection and phase picking using AI.

attention-mechanism deep-learning detection earthquakes global lstm-neural-networks multi-task-learning neural-network phase-picking stead transformer

Last synced: 08 May 2025

https://github.com/arunmichaeldsouza/tensorflow-image-detection

A generic image detection program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception.

convolutional-neural-networks deep-learning deep-neural-networks image-detection machine-learning tensorflow

Last synced: 11 Oct 2025

https://github.com/oswaldoludwig/seq2seq-chatbot-for-keras

This repository contains a new generative model of chatbot based on seq2seq modeling.

chatbot conversational-agents deep-learning dialogue dialogue-generation gan generative-adversarial-network glove keras nlp seq2seq

Last synced: 25 Jun 2025

https://github.com/liuruoze/mini-alphastar

(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Research.

deep-learning deep-neural-networks deep-reinforcement-learning gaming imitation-learning mini-alphastar multi-agent-systems pytorch reinforcement-learning sc2replay self-playing-bot starcraft-ii-bot starcraft2 starcraft2-ai supervised-learning

Last synced: 07 Apr 2025

https://github.com/astorfi/CNTK-World

:earth_americas: Simple and ready-to-use deep learning examples for the Microsoft Cognitive Toolkit (CNTK)

deep-learning framework microsoft tutorial

Last synced: 13 Jul 2025

https://github.com/dragonlong/Trending-in-3D-Vision

An on-going paper list on new trends in 3D vision with deep learning

3d-vision deep-learning

Last synced: 10 May 2025

https://github.com/frgfm/holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix

ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4

Last synced: 15 May 2025

https://github.com/FluxML/Metalhead.jl

Computer vision models for Flux

computer-vision deep-learning flux julia machine-learning

Last synced: 24 Mar 2025

https://github.com/wuba/qa_match

A simple effective ToolKit for short text matching

58 ai deep-learning dssm lstm machine-learning nlp qabot qatools tensorflow

Last synced: 29 Apr 2025

https://github.com/conchylicultor/musicgenerator

Experiment diverse Deep learning models for music generation with TensorFlow

deep-learning music-generation rnn tensorflow

Last synced: 10 Jul 2025

https://github.com/poloclub/dodrio

Exploring attention weights in transformer-based models with linguistic knowledge.

attention-mechanism deep-learning interactive-visualizations multi-head-attention nlp transformer visualization

Last synced: 23 Aug 2025

https://github.com/frgfm/Holocron

PyTorch implementations of recent Computer Vision tricks (ReXNet, RepVGG, Unet3p, YOLOv4, CIoU loss, AdaBelief, PolyLoss, MobileOne). Other additions: AdEMAMix

ademamix computer-vision cspdarknet53 darknet deep-learning object-detection pytorch resnet rexnet tridentnet unet-image-segmentation yolo yolov4

Last synced: 05 Apr 2025

https://github.com/iboing/CliqueNet

Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)

computer-vision deep-learning image-recognition

Last synced: 20 Mar 2025

https://github.com/aqlaboratory/rgn

Recurrent Geometric Networks for end-to-end differentiable learning of protein structure

deep-learning deep-neural-networks protein-structure protein-structure-prediction

Last synced: 07 Apr 2025

https://github.com/clovaai/assembled-cnn

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

computer-vision convolutional-neural-networks deep-learning food-101 image-classification imagenet inference-throughput mce robustness tensorflow transfer-learning

Last synced: 01 Aug 2025

https://github.com/megvii-research/Sparsebit

A model compression and acceleration toolbox based on pytorch.

deep-learning post-training-quantization pruning quantization quantization-aware-training sparse tensorrt

Last synced: 12 May 2025

https://github.com/machine-learning-apps/issue-label-bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 05 Oct 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-deep-trading 94 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559
Deep learning Categories
Papers 8,802 Uncategorized 8,681 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 1,635 fl in top ml conference and journal 1,564 Year 2022 1,438 Publications-and-Preprints 1,179 Attack 1,065 Deep Learning 1,043 Research Papers 948 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 856 Researchers 830