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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/antonio-f/Adversarial-Task

Generative Adversarial Networks test from Coursera's Advanced Machine Learning. Executed on Colab.

advanced-machine-learning deep-learning gan generative-adversarial-network

Last synced: 11 Mar 2025

https://github.com/antonio-f/adversarial-task

Generative Adversarial Networks test from Coursera's Advanced Machine Learning. Executed on Colab.

advanced-machine-learning deep-learning gan generative-adversarial-network

Last synced: 14 Oct 2025

https://github.com/ml-jku/mc-lstm

Experiments with Mass Conserving LSTMs

deep-learning lstm machine-learning

Last synced: 29 Apr 2025

https://github.com/uw-mad-dash/shockwave

Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]

cloud-computing cluster-scheduler deep-learning distributed-systems distributed-training machine-learning pytorch

Last synced: 27 Apr 2025

https://github.com/alex-fabbri/lang2logic-pytorch

PyTorch port of the paper "Language to Logical Form with Neural Attention"

deep-learning natural-language-processing pytorch semantic-parsing seq2seq seq2tree

Last synced: 18 Oct 2025

https://github.com/anuragranj/humanflow2

Official repository of Learning Multi-Human Optical Flow (IJCV 2019)

computer-vision datasets deep-learning optical-flow

Last synced: 05 Apr 2025

https://github.com/drscotthawley/dlaie

Materials for Hawley's Deep Learning & AI Ethics course

deep-learning machine-learning teaching-materials

Last synced: 24 Apr 2025

https://github.com/faceplugin-ltd/facerecognition-.net

Face Recognition SDK .NET MAUI (formerly Xamarin) and CSharp with 3D passive liveness detection (Face Detection, Face Landmarks, Face Recognition, Face Liveness, Face Pose, Face Expression, Face attributes)

artificial-intelligence biometric-authentication biometric-identification deep-learning face-anti-spoofing face-detection face-recognition face-recognition-attendance-system face-recognition-sdk identity-verification liveness-detection machine-learning

Last synced: 14 Sep 2025

https://github.com/erogol/net2net

Net2Net implementation on PyTorch for any possible vision layers.

computer-vision deep-learning net2net pytorch

Last synced: 30 Apr 2025

https://github.com/Scitator/catalyst-rl-framework

Catalyst.RL: A Distributed Framework for Reproducible RL Research

benchmark continuous-control deep-learning framework mujoco python pytorch reinforcement-learning

Last synced: 04 Apr 2025

https://github.com/songweige/contrastive-learning-with-non-semantic-negatives

Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)

contrastive-learning deep-learning hard-negative-mining neurips-2021 pytorch self-supervised-learning

Last synced: 30 Apr 2025

https://github.com/yuhao-nie/SkyGPT

A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting

cloud-motion-prediction deep-learning generative-models photovoltaic-power probabilistic-solar-forecasting sky-images stochastic-video-prediction

Last synced: 24 Apr 2025

https://github.com/charlesll/i-melt

i-Melt is a machine learning model of the properties of aluminosilicate melts and glasses

deep-learning deep-neural-networks geosciences glass machine-learning material pgnn python pytorch

Last synced: 09 Apr 2025

https://github.com/shekit/mirror-selfie

Removing the phone from the notorious mirror selfie using deep learning

deep-learning jupyter-notebook keras keras-tensorflow tensorflow

Last synced: 05 May 2025

https://github.com/zycv/speaker-recognition-based-on-deep-learning-an-overview

This repo is to list the references papers of 《Speaker Recognition Based on Deep Learning: An Overview》

deep-learning speaker-recognition speaker-verification

Last synced: 05 Jan 2026

https://github.com/mravanelli/pytorch_MLP_for_ASR

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit

Last synced: 19 Jul 2025

https://github.com/rgeirhos/object-recognition

Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv 2017)

deep-learning human-vision object-recognition psychophysics

Last synced: 14 Oct 2025

https://github.com/mosessoh/iconcolor

Automatic icon colorization using deep convolutional neural networks. "Towards Icon Design Using Machine Learning." In Stanford CS229, Fall 2017.

cnn colorization deep-learning icons machine-learning pytorch unet

Last synced: 04 Apr 2025

https://github.com/erogol/resnet.torch

an updated version of fb.resnet.torch with many changes.

deep-learning lua resnet torch

Last synced: 06 Mar 2026

https://github.com/lucidrains/panoptic-transformer

Another attempt at a long-context / efficient transformer by me

artificial-intelligence attention-mechanism deep-learning

Last synced: 30 Apr 2025

https://github.com/outofai/cudacanvas

Python Module for PyTorch Tensor Visualisation in CUDA Eliminating CPU Transfer

cuda deep-learning gpu machine-learning neural-network plotting pypi pypi-package python pytorch tensor visulization

Last synced: 09 Sep 2025

https://github.com/erogol/seg-torch

Segmentation with deep learning

deep-learning image-segmentation lua seg-torch segmentation torch

Last synced: 30 Apr 2025

https://github.com/ericmjl/flu-sequence-predictor

An experimental deep learning & genotype network-based system for predicting new influenza protein sequences.

bokeh deep-learning flask flu flu-forecaster gaussian-processes influenza influenza-protein-sequences protein-sequences pymc vaccine variational-autoencoders

Last synced: 13 Apr 2025

https://github.com/tomasz-lewicki/fire-detect-nn

Wildfire Detection with Deep Neural Networks

computer-vision deep-learning fire fire-detection neural-networks

Last synced: 28 Apr 2025

https://github.com/jon-tow/text-sed

Implementation of Self-conditioned Embedding Diffusion for Text Generation

deep-learning diffusion pytorch text-generation

Last synced: 12 Oct 2025

https://github.com/sdpkjc/abcdrl

Modular Single-file Reinfocement Learning Algorithms Library

deep-learning deep-reinforcement-learning machine-learning python pytorch reinfocement-learning

Last synced: 08 Aug 2025

https://github.com/jrdi/dl-glossary

:bookmark_tabs: The Open Source Deep Learning Glossary

deep-learning glossary machine-learning

Last synced: 27 Feb 2025

https://github.com/codecentric-oss/niceml

niceML 🍦 is a Python-based MLOps framework designed to streamline the development and maintenance of machine learning projects, offering efficient and scalable pipelines using TensorFlow and Dagster.

dagster deep-learning image-classification machine-learning mlops object-detection python semantic-segmentation tensorflow

Last synced: 09 Oct 2025

https://github.com/francescosaveriozuppichini/bottleneck-invertedresidual-fusedmbconv-in-pytorch

A little walk-trough different types of the block with their corresponding implementation in PyTorch

deep-learning pytorch-tutorial

Last synced: 04 Oct 2025

https://github.com/matlab-deep-learning/object-detection-using-yolo-v2-deep-learning

MATLAB example of deep learning based object detection using Yolo v2 with ResNet50 Base Network

deep-learning example matlab object-detection yolov2

Last synced: 10 Mar 2026

https://github.com/dair-ai/notebooks

🔬 Sharing your data science notebooks with the community has never been this easy.

artificial-intelligence deep-learning machine-learning nlp

Last synced: 28 Jun 2025

https://github.com/deep-diver/deepmodels

TensorFlow Implementation of state-of-the-art models since 2012

cnn convolutional-neural-networks deep-learning image-classification models tensorflow

Last synced: 05 May 2025

https://github.com/Frank-LIU-520/DeepMoleNet

Deep learning for molecules quantum chemistry properties prediction

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

Last synced: 09 Jul 2025

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

Implementation of TableFormer, Robust Transformer Modeling for Table-Text Encoding, in Pytorch

artificial-intelligence attention-mechanism deep-learning table transformers

Last synced: 05 Oct 2025

https://github.com/google-research/compressive-visual-representations

Tensorflow 2 implementations of the C-SimCLR and C-BYOL self-supervised visual representation methods from "Compressive Visual Representations" (NeurIPS 2021)

deep-learning machine-learning self-supervised-learning tensorflow visual-representation

Last synced: 24 Apr 2025

https://github.com/LTContext/LTContext

[ICCV 2023] How Much Temporal Long-Term Context is Needed for Action Segmentation?

computer-vision deep-learning iccv2023 video-understanding

Last synced: 14 Mar 2025

https://github.com/feifeibear/swcaffe

A Deep Learning Framework customized for Sunway TaihuLight

caffe deep-learning mpi sunway-taihulight

Last synced: 13 Jul 2025

https://github.com/Chnja/RDPNet

RDP-Net: Region Detail Preserving Network for Change Detection

change-detection deep-learning remote-sensing

Last synced: 11 May 2025

https://github.com/denbergvanthijs/imbdrl

Imbalanced Classification with Deep Reinforcement Learning

deep-learning dqn reinforcement-learning rl tensorflow tfagents

Last synced: 30 Oct 2025

https://github.com/tingnie/deeplearning.ai-coursera

deeplearning.ai-coursera,by Andrew Ng

coursera deep-learning jupyter-notebook python3

Last synced: 15 Oct 2025

https://github.com/daveredrum/d3net

[ECCV2022] D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding

3d caption-generation computer-vision deep-learning eccv eccv2022 natural-language-processing point-cloud semi-supervised-learning visual-grounding

Last synced: 09 Oct 2025

https://github.com/lamda-rl/odis

The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".

deep-learning machine-learning multi-agent-reinforcement-learning pytorch reinforcement-learning

Last synced: 14 Oct 2025

https://github.com/blade6570/dilation-pytorch-semantic-segmentation

A PyTorch implementation of semantic segmentation according to Multi-Scale Context Aggregation by Dilated Convolutions by Yu and Koltun.

cityscapes cnn deep-learning python3 pytorch semantic-segmentation

Last synced: 12 May 2025

https://github.com/hiyouga/pban-pytorch

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

aspect-based-sentiment-analysis attention-model deep-learning natural-language-processing nlp pytorch sentiment-analysis

Last synced: 11 Sep 2025

https://github.com/phlippe/BISCUIT

Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)

causal-representation-learning deep-learning embodied-ai identifiability

Last synced: 17 Sep 2025

https://github.com/aome510/mask-classifier

Detecting/classifying masked faces in real-time

deep-learning keras machine-learing python

Last synced: 14 Apr 2025

https://github.com/tipani86/starchild

A Chatbot Game for Autistic Children 一款为孤独症孩子设计的聊天机器人游戏

asd autism chatbot computer-vision cv deep-learning game salient-object-detection

Last synced: 01 Aug 2025

https://github.com/kwatcharasupat/latte

Latte: Cross-framework Python Package for Evaluation of Latent-based Generative Models

deep-learning machine-learning python

Last synced: 12 Jan 2026

https://github.com/fab2s/flodl

rust recursive deep learning framework

deep-learning graph machine-learning rust

Last synced: 18 Apr 2026

https://github.com/lucidrains/scaling-vin-pytorch

Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group

artificial-intelligence deep-learning planning value-iteration-networks

Last synced: 30 Jun 2025

https://github.com/jinglescode/ssvep-multi-task-learning

Using multi-task learning to capture signals simultaneously from the fovea efficiently and the neighboring targets in the peripheral vision generate a visual response map. A calibration-free user-independent solution, desirable for clinical diagnostics. A stepping stone for an objective assessment of glaucoma patients’ visual field.

bci brain-computer-interface cnn convolutional-neural-network deep-learning eeg multitask-learning pytorch ssvep

Last synced: 15 Apr 2025

https://github.com/kok202/apollogan

[pytorch] music generation project by GAN network

dcgan deep-learning gan music-composition pytorch

Last synced: 19 Apr 2025

https://github.com/genn-team/ml_genn

A library for deep learning with Spiking Neural Networks (SNN).

deep-learning genn machine-learning spiking-neural-networks

Last synced: 20 Jan 2026

https://github.com/cambridge-iccs/fortran-tf-lib

A library for directly calling TensorFlow / Keras ML models from Fortran.

deep-learning fortran interoperability keras machine-learning tensorflow

Last synced: 26 Jun 2026

https://github.com/tirthajyoti/tensorflow_basics

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

classification colab-notebook colaboratory convolutional-neural-networks deep-learning google-cloud-platform keras keras-tensorflow machine-learning mnist neural-network recurrent-neural-networks regression tensorflow time-series

Last synced: 30 Apr 2025

https://github.com/hugochan/GraphFlow

Code & data accompanying the IJCAI 2020 paper "GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension"

conversational-ai deep-learning graph-neural-networks machine-comprehension pytorch

Last synced: 19 Jul 2025

https://github.com/blackbird71sr/rgbd-object-detection

3D Object Detection (iHack IIT Bombay) - Deep Learning based real-Time solution using YOLO and Fast RCNN

deep-learning depth-images detection keras object-detection python rcnn rgbd yolov3

Last synced: 29 Apr 2025

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 457 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 1,116 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559
Deep learning Categories
Papers 9,024 Uncategorized 8,836 fl in top-tier journal 3,255 Books 2,527 A01_文本生成_文本对话 2,414 **Literature and Codes** 2,279 Repos 1,864 NLP 1,859 Conference Papers 1,721 Table of Contents 1,674 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Deep Learning 1,078 Attack 1,075 Research Papers 999 Year 2023 894 Citing 888 Robust Machine Learning in Medical Domain 841 Researchers 835