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.

GitHub: https://github.com/topics/deep-learning
Wikipedia: https://en.wikipedia.org/wiki/Deep_learning
Aliases: deeplearning, deep-learning-tutorial, deep-learning-algorithms, deep-learning-papers,
Last updated: 2026-07-10 00:08:04 UTC
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https://github.com/mikeroyal/expert-systems-guide

Expert Systems Guide

deep-learning expert-system expert-systems machine-learning

Last synced: 08 Jan 2026

https://github.com/ParitoshParmar/C3D-LSTM--PyTorch

C3D-LSTM implementation in PyTorch [WACV 2019]

3dcnn action-quality-assessment c3d c3d-lstm deep-learning lstm pytorch video-processing video-understanding

Last synced: 02 Apr 2025

https://github.com/supercoderhawk/deepnlp

基于深度学习的自然语言处理库

chinese-word-segmentation deep-learning named-entity-recognition natural-language-processing tensorflow

Last synced: 15 Apr 2025

https://github.com/guanfuchen/cnn_np

使用numpy构建cnn复习深度学习知识

convolution deep-learning numpy

Last synced: 18 Nov 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/waltersimoncini/fungivision

Library implementation of "No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations"

computer-vision deep-learning retrieval self-supervised-learning

Last synced: 04 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/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/yandex-research/tabpfn-finetuning

On Finetuning Tabular Foundation Models Paper Code

deep-learning foundation-models tabpfn tabular tabular-ml

Last synced: 11 Apr 2026

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/nikolasent/soccernet-calibration-sportlight

SoccerNet@CVPR | 1st place solution for Camera Calibration Challenge 2023

calibration camera-calibration camera-pose-estimation computer-vision cvpr2023 deep-learning ellipse keypoint-detection soccernet

Last synced: 15 Apr 2025

https://github.com/ml-jku/hyper-dti

HyperPCM: Robust task-conditioned modeling of drug-target interactions

deep-learning drug-discovery drug-target-interactions hypernetworks proteochemometrics pytorch

Last synced: 29 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/neurodata/proglearn

NeuroData's package for exploring and using progressive learning algorithms

classification continual-learning decision-trees deep-learning deep-neural-networks domain-adaptation random-forests transfer-learning

Last synced: 04 Apr 2025

https://github.com/matlab-deep-learning/explore-deep-network-explainability-using-an-app

This repository provides an app for exploring the predictions of an image classification network using several deep learning visualization techniques. Using the app, you can: explore network predictions with occlusion sensitivity, Grad-CAM, and gradient attribution methods, investigate misclassifications using confusion and t-SNE plots, visualize layer activations, and many more techniques to help you understand and explain your deep network’s predictions.

deep-learning explainable-ai gradcam interpretable-deep-learning matlab matlab-deep-learning pretrained-models transfer-learning

Last synced: 07 May 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/eidoslab/simplify

Simplification of pruned models for accelerated inference | SoftwareX https://doi.org/10.1016/j.softx.2021.100907

deep-learning optimization pruning

Last synced: 24 Jun 2025

https://github.com/kinwaicheuk/reconvat

ReconVAT: a semi-supervised automatic music transcription (AMT) model

automatic-music-transcription deep-learning music pytorch semi-supervised-learning

Last synced: 30 Apr 2025

https://github.com/progamergov/neural-tile

A better tiling script for Neural-Style

artificial-intelligence artistic artwork deep-learning drift imagemagick learning machine multires network neural neural-network neural-style style style-scale style-transfer tile tiling-scripts transfer

Last synced: 04 Jul 2025

https://github.com/diningphil/CGMM

Official Repository of "Contextual Graph Markov Model" (ICML 2018 - JMLR 2020)

deep-learning graphs machine-learning probabilistic-graphical-models unsupervised-learning

Last synced: 27 Mar 2025

https://github.com/sunsided/vae-style-transfer

An experiment in VAE-based artistic style transfer by embedding fiddling.

artificial-intelligence autoencoder cadl deep-learning experiment generative-adversarial-network generative-art image-processing kadenze neural-network online-course tensorflow vae vaegan variational-inference

Last synced: 24 Oct 2025

https://github.com/apacha/musicsymbolclassifier

A Python project that trains a Deep Neural Network to distinguish between Music Symbols

classification deep-learning music-symbols optical-music-recognition

Last synced: 09 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

https://github.com/tlatkowski/deep-learning-gene-expression

Deep learning methods for feature selection in gene expression autism data.

annotated-genes autism autism-data data-mining deep-learning feature-detection feature-extraction feature-selection features-extraction fisher-score gene-annotation gene-expression gene-expression-profiles google-colab microarray-data ncbi-database neural-network numpy python3 ttest

Last synced: 30 Apr 2025

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/by256/icsg3d

3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)

cheminformatics computational-chemistry computational-physics crystallography deep-learning representation-learning

Last synced: 30 Dec 2025

https://github.com/eurus-holmes/cmu11-785

:dizzy: 11-785 Introduction to Deep Learning Fall 2018

cmu deep-learning

Last synced: 02 May 2025

https://github.com/matlab-deep-learning/transformer-networks-for-time-series-prediction

Deep Learning in Quantitative Finance: Transformer Networks for Time Series Prediction

deep-learning finance matlab prediction timeseries transformers

Last synced: 08 Sep 2025

https://github.com/yura52/delu

Deep Learning Utilities for PyTorch users (old name: Zero)

ai artificial-intelligence deep-learning machine-learning neural-networks python pytorch

Last synced: 09 Apr 2025

https://github.com/ahmedfgad/kerasga

Training Keras Models by the Genetic Algorithm using PyGAD

convolutional-neural-networks deep-learning genetic-algorithm keras keras-tensorflow machine-learning neural-network numpy pygad python python3

Last synced: 23 Apr 2025

https://github.com/harry24k/pytorch-basic

Pytorch Codes for Beginner

deep-learning pytorch

Last synced: 04 Oct 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/teelinsan/kerasdropconnect

An implementation of DropConnect Layer in Keras

connect deep-learning drop dropconnect keras keras-implementations keras-neural-networks machine-learning regularization

Last synced: 13 Aug 2025

https://github.com/neuronflow/blob_loss

blob loss example implementation

computer-vision deep-learning instance-imabalance semantic-segmentation

Last synced: 18 Jan 2026

https://github.com/qengineering/face-recognition-with-mask-jetson-nano

Recognize 2000+ faces on your Jetson Nano with additional mask detection, auto-fill and anti-spoofing

anti-spoofing arcface deep-learning face-detection face-mask-detection face-recognition jetson-nano mask-detection mtcnn ncnn paddle-lite retinaface

Last synced: 09 Oct 2025

https://github.com/ai4os/DEEPaaS

A REST API to serve machine learning and deep learning models

aiohttp artificial-intelligence data-science deep-hybrid-datacloud deep-learning deepaas-api h2020 http machine-learning machinelearning neural-network neural-networks rest-api restful-api

Last synced: 13 Jul 2025

https://github.com/mzguntalan/zephyr

Zephyr is a declarative neural network library on top of JAX allowing for easy and fast neural network designing, creation, and manipulation

deep-learning deep-neural-networks jax machine-learning neural-network

Last synced: 09 May 2025

https://github.com/Lingkai-Kong/Calibrated-BERT-Fine-Tuning

Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data

bert calibration deep-learning language-model nlp nlp-machine-learning ood-detection open-world-classification robustness text-classification uncertainty-estimation uncertainty-quantification

Last synced: 06 May 2025

https://github.com/bhklab/med-imagetools

Transparent and reproducible medical image processing pipelines in Python.

deep-learning dicom machine-learning medical nifti nrrd python pytorch torch

Last synced: 06 Apr 2025

https://github.com/aquaskyline/skyhawk

An Artificial Neural Network-based discriminator for validating clinically significant genomic variants

bioinformatics computational-biology deep-learning precision-medicine

Last synced: 21 Mar 2025

https://github.com/hitlic/deepepochs

Pytorch模型训练工具

deep-learning pytorch training training-tools

Last synced: 25 Sep 2025

https://github.com/tonysy/deep-feature-flow-segmentation

Deep Feature Flow for Video Semantic Segmentation

artificial-intelligence deep-learning mxnet sematic-segmentation video

Last synced: 04 Oct 2025

https://github.com/hi-paris/deepdespeckling

deep-learning machine-learning python-library pytorch satellite satellite-imagery synthetic-aperture-radar

Last synced: 09 Apr 2026

https://github.com/truongnv-hut/aicandy_ssd300_objectdetection_urentmnt

SSD300 for Object Detection

aicandy artificial-intelligence computer-vision deep-learning machine-learning object-detection ssd300

Last synced: 26 Sep 2025

https://github.com/clearml/clearml-pycharm-plugin

ClearML PyCharm Plugin

clearml deep-learning pycharm pycharm-plugin remote-debug version-control versioning

Last synced: 21 Sep 2025

https://github.com/alexeyev/keras-generating-sentences-from-a-continuous-space

Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349

deep-learning deeplearning keras keras-implementations nlp text-generation vae variational-autoencoder

Last synced: 26 Apr 2025

https://github.com/tuvovan/rfdnet-imagesuperresolution

Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution

computational-imaging computer-vision convolutional-neural-networks deep-learning image-enhancement image-super-resolution keras tensorflow tensorflow2

Last synced: 20 Aug 2025

https://github.com/patwie/tf_zmq

TensorFlow operation for reading data from sockets (lightweight c++)

cpp11 data-reader deep-learning tensorflow tensorflow-op tensorflow-operation tensorflow-ops

Last synced: 30 Apr 2025

https://github.com/cuge1995/mesh-attack

our code for paper '3D Adversarial Attacks Beyond Point Cloud ', Information Sciences, 2023

adversarial-attacks deep-learning mesh point-cloud

Last synced: 05 May 2025

https://github.com/rainmaker712/nlp_ryan

Study for Natural Language Processing & Deep Learning Framework

chatbot deep-learning machine-comprehension machine-learning nlp python pytorch scala spark tensorflow

Last synced: 05 May 2025

https://github.com/iitzco/tfserve

Serve TF models simple and easy as an HTTP API

artificial-intelligence deep-learning http-api http-server neural-network tensorflow tensorflow-models tensorflow-serving

Last synced: 10 Apr 2025

https://github.com/rickiepark/ml-powered-applications

<머신러닝 파워드 애플리케이션>의 코드 저장소입니다. 원서 깃허브는 https://github.com/hundredblocks/ml-powered-applications 입니다.

deep-learning machine-learning

Last synced: 10 Apr 2025

https://github.com/guaishou74851/casnet

(TIP 2022) Content-aware Scalable Deep Compressed Sensing [PyTorch]

compressed-sensing computer-vision deep-learning deep-unfolding image-processing image-restoration optimization scalability

Last synced: 20 Mar 2025

https://github.com/mmourafiq/philo2vec

An implementation of word2vec applied to [stanford philosophy encyclopedia](http://plato.stanford.edu/)

crawled-data deep-learning embeddings negative-samples philosophy-encyclopedia skips tensorflow vector-representations word2vec

Last synced: 10 Apr 2025

https://github.com/altschulerwu-lab/muse

MUSE is a deep learning approach characterizing tissue composition through combined analysis of morphologies and transcriptional states for spatially resolved transcriptomics data.

clustering data-integration deep-learning multi-modal-analysis single-cell-ananlysis spatial-transcriptomics tensorflow

Last synced: 14 Dec 2025

https://github.com/harshcasper/helpinghand

Leveraging Intelligent Processing Tools and Algorithms to help the Visually Impaired see and navigate 💥✨

blind-people data-modeling deep-learning flutter flutter-apps helpinghand mobile-app

Last synced: 23 Mar 2025

https://github.com/vndee/offline-crohme

Converting CROHME dataset for Online-handwritting recognition to Offline-handwritting recognition.

crohme dataset deep-learning handwriting-recognition

Last synced: 12 May 2025

https://github.com/fdalvi/cat-detector

Deep Learning for detecting cats in the wild!

convolutional-neural-networks deep-learning object-detection tensorflow

Last synced: 27 Oct 2025

https://github.com/kevinliao159/quora

Kaggle: Quora Insincere Questions Classification - detect toxic content to improve online conversations

deep-learning kaggle machine-learning natural-language-processing neural-networks toxic-comment-classification

Last synced: 07 Mar 2026

https://github.com/hiyouga/amp-regularizer

Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021

computer-vision cvpr cvpr2021 deep-learning deep-learning-algorithms image-classification machine-learning neural-network regularization regularizing-neural-networks

Last synced: 11 Sep 2025

https://github.com/orthoseg/orthoseg

OrthoSeg makes it easy to train neural networks to segment orthophotos.

aerial-imagery convolutional-neural-networks deep-learning drone geoai image-classification image-segmentation keras-tensorflow machine-learning neural-network python remote-sensing satellite-imagery segment-orthophotos segmentation tensorflow wms

Last synced: 31 Aug 2025

https://github.com/zhenhuaw-me/onnxcli

ONNX Command-Line Toolbox

deep-learning onnx python

Last synced: 23 Apr 2025

https://github.com/the-pinbo/crop-prediction

Developed a machine learning-based crop prediction model to assist farmers in making informed decisions about crop selection, planting, and harvesting.Integrated weather and geolocation APIs along with a web page for simplified user experience.

crop-prediction crop-recommendation deep-learning fast-api ml pytorch tri-nit

Last synced: 15 Mar 2026

https://github.com/marco-c/autowebcompat

Automatically detect web compatibility issues

deep-learning machine-learning neural-networks

Last synced: 14 Mar 2026

https://github.com/zalandoresearch/first_order_gan

Create images and texts with the First Order Generative Adversarial Networks arxiv.org/abs/1802.04591

deep-learning generative-adversarial-network generative-adversarial-networks unsupervised-learning

Last synced: 24 Apr 2025

https://github.com/cloud-cv/vilbert-multi-task

:eyes: :speaking_head: :memo:12-in-1: Multi-Task Vision and Language Representation Learning Web Demo

channels cnn deep-learning javascript machine-learning postgresql python3 rabbitmq redis visual-question-answering web-sockets

Last synced: 07 May 2025

https://github.com/devamoghs/keras-style-transfer

An implementation of "A Neural Algorithm of Artistic Style" in Keras

deep-learning neural-networks neural-style neural-style-transfer style-transfer

Last synced: 30 Apr 2025

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

Implementation of the Remixer Block from the Remixer paper, in Pytorch

artificial-intelligence deep-learning transformers

Last synced: 30 Apr 2025

https://github.com/lkytal/pepnet

The state of the art Deep CNN neural network for de novo sequencing of tandem mass spectra

convolutional-neural-networks deep-learning mass-spectrometry

Last synced: 18 Jun 2025

https://github.com/fetchai/colearn

Colearn is a collection of protocols for running multi-stakeholder machine learning that preserve data privacy

blockchain deep-learning machine-learning priv python

Last synced: 10 Mar 2026

https://github.com/pooya-mohammadi/advanceddeeplearning

Advanced Deep Learning

cnn deep-learning keras lstm reinforcement-learning tensorflow

Last synced: 11 Apr 2025

https://github.com/lusinlu/bias-loss-skipblocknet

[ICCV 2021]Code for the the bias loss and evaluation of SkipblockNet model on ImageNet validation set

deep-learning loss-functions machine-learning mobile-networks mobilenet objective-functions pytorch pytorch-implementation

Last synced: 14 Apr 2025

https://github.com/matamalaortiz/pong-ml

Machine Learning Pong Game in The Browser

deep-learning javascript machine-learning p5ml

Last synced: 19 Sep 2025

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

Implementation of the Hybrid Perception Block and Dual-Pruned Self-Attention block from the ITTR paper for Image to Image Translation using Transformers

artificial-intelligence attention-mechanism deep-learning image-to-image-translation

Last synced: 30 Apr 2025

https://github.com/sshuair/dl-docker-geospatial

Deep learning docker files and docker images for geospatial anaysis.

deep-learning docker geo machine-learning satellite

Last synced: 07 Apr 2026

https://github.com/corochann/chainer-pointnet

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

chainer classification cupy deep-learning deep-neural-networks pointnet segmentation

Last synced: 14 Apr 2025

https://github.com/clarifai/clarifai-python

Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!

artifical-intelligence clarifai clarifai-python computer-vision deep-learning image-classification language-models llm machine-learning natural-language-processing object-detection pretrained-models python rag retrieval-augmented-generation text-classification text-generation text-summarization visual-search

Last synced: 11 Mar 2026

https://github.com/ivan-bilan/nlp-and-data-science-spotlights

Regular spotlights of underrated NLP and Data Science GitHub repositories

data-science deep-learning natural-language-processing nlp spotlight

Last synced: 12 Feb 2026

https://github.com/kaiyuangao/awesome-deeplearning-nlp-papers

A curated list of Deep learning and NLP must read papers

deep-learning dialogue-systems entity-linking machine-reading-comprehension machine-translation named-entity-recognition nlp papers question-answering relation-extraction sentiment-analysis text-classification text-summarization

Last synced: 03 Mar 2026

https://github.com/cai4cai/torchsparsegradutils

A collection of utility functions to work with PyTorch sparse tensors

deep-learning pytorch sparse-ditributions sparse-linear-systems sparse-matrix

Last synced: 01 Mar 2026

https://github.com/GINK03/alt-i2v

alternative illustration2vec implitation of sigmoids of fully connected layer

deep-learning keras multiclass-classification otaku vectorization

Last synced: 20 Nov 2025

https://github.com/bramtoula/vdna

Pytorch implementation of Visual DNA, an approach to represent and compare images.

computer-vision dataset-comparison dataset-representation deep-learning fid frechet-inception-distance image-comparison image-representation pytorch vdna visual-dna

Last synced: 12 Apr 2025

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

Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)

deep-learning fuzzing pytorch tensorflow

Last synced: 16 May 2025

https://github.com/deepakkumar1984/sia-cog

Various cognitive api for machine learning, vision, language intent alalysis. Covers traditional as well as deep learning model design and training.

api-client deep-learning deep-learning-algorithms deep-neural-networks machine-learning machine-learning-algorithms python web

Last synced: 12 Jun 2025

https://github.com/StephenApX/UCD-SCM

[IGARSS 2024] Segment Change Model (SCM) for Unsupervised Change detection in VHR Remote Sensing Images: a Case Study of Buildings

change-detection clip deep-learning fastsam pytorch remote-sensing sam satellite-imagery

Last synced: 24 Jul 2025

https://github.com/frankkramer-lab/riadd.aucmedi

Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models

class-imbalance deep-learning ensemble-learning healthcare-imaging medical-image-analysis multi-label-image-classification retinal-disease-detection retinal-images

Last synced: 30 Jun 2025

https://github.com/dhbrojas/gopilot

Gopilot 🤖 is a (tiny) Large Language Model, trained on Go code, on a research budget

code-generation deep-learning golang llm natural-language-processing transformers

Last synced: 23 Mar 2025

https://github.com/Sohojoe/ActiveRagdollControllers

Research into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)

deep-learning deep-reinforcement-learning deepmind ml-agents neural-networks openai reinforcement-learning unity unity3d video-games

Last synced: 25 Apr 2025

https://github.com/switchablenorms/adax

AdaX: Adaptive Gradient Descent with Exponential Long Term Momery

adaptive-gradient-descent deep-learning gradient-descent

Last synced: 29 Jun 2025

https://github.com/ChenHongruixuan/I3PE

[ISPRS J P&RS 2023] Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange

change-detection convolutional-neural-networks deep-learning object-based-image-analysis python pytorch remote-sensing semi-supervised-learning single-temporal unsupervised-learning

Last synced: 11 May 2025

https://github.com/malrabeiah/Sub6-Preds-mmWave

Using sub-6 GHz channels to predict mmWave beams and link blockage.

5g channel-mapping deep-learning matlab mmwave

Last synced: 13 May 2025

https://github.com/navervision/proxy-synthesis

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

aaai2021 cars196 deep-learning deep-metric-learning image-retrieval metric-learning norm-softmax proxy-based proxy-nca proxy-synthesis pytorch regularizer synthetic-classes

Last synced: 08 May 2025

https://github.com/hyperparticle/lemmatag

A neural network that jointly part-of-speech tags and lemmatizes sentences, boosting accuracy for morphologically-rich languages (Czech, Arabic, etc.)

deep-learning lemmatization machine-learning natural-language-processing neural-network nlp pos-tagging tensorflow