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/tansey/sdp

Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning

deep-learning density-estimation machine-learning-algorithms probability-distribution tensorflow tensorflow-models

Last synced: 07 Oct 2025

https://github.com/bobmcdear/attention-in-vision

PyTorch implementation of popular attention mechanisms in vision

attention computer-vision deep-learning machine-learning pytorch

Last synced: 13 Apr 2025

https://github.com/merklefruit/stock-price-prediction-with-rnn

Stock price prediction implemented with Flask, tensorflow 2.0 using LSTM RNN.

deep-learning lstm-neural-networks python tensorflow2

Last synced: 15 Apr 2025

https://github.com/darienmt/carnd-semantic-segmentation-p2

Udacity Self-Driving Car Nanodegree - Semantic Segmentation Project

convolutional-networks deep-learning deep-neural-networks fully-convolutional-networks python self-driving-car semantic-segmentation tensorflow udacity udacity-self-driving-car

Last synced: 15 Aug 2025

https://github.com/chinmayrane16/mnist-digit-recognizer-cnn-keras-99.66

Used the Dataset "MNIST Digit Recognizer" on Kaggle. Trained Convolutional Neural Networks on 42000 Training Images and predicted labels on 28000 Test Images with an Validation Accuracy of 99.52% and 99.66% on Kaggle Leaderboard.

cnn confusion-matrix deep-learning keras matplotlib mnist-dataset neural-networks

Last synced: 18 Mar 2025

https://github.com/mdeff/dlaudio

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)

auto-encoders deep-learning graphs manifold-learning music-information-retrieval sparse

Last synced: 12 Jul 2025

https://github.com/sib-swiss/pytorch-practical-training

pratrical crash course on pytorch by reproducing some published biology-related deep-learning models

bioinformatics deep-learning pytorch training-materials

Last synced: 14 Apr 2025

https://github.com/seanchas116/node-tflite

TensorFlow Lite bindings for Node.js

deep-learning electron javascript machine-learning nodejs tensorflow tensorflow-lite typescript

Last synced: 23 Apr 2025

https://github.com/pinto0309/openvino-adas

[1 FPS / CPU only] OpenVINO+ADAS+LattePandaAlpha. CPU / GPU / NCS. RealTime semantic-segmentaion. Python3.5+OpenCV3.4.3+PIL

adas cpu deep-learning deeplearning gpu lattepanda ncs neural-compute-stick opencv openvino python semantic-segmentation semanticsegmentation

Last synced: 11 Mar 2026

https://github.com/ilyasmoutawwakil/fcc-machine-learning-with-python

My 5 Machine Learning projects that I've built as part of my freeCodeCamp assignment.

certification course-projects deep-learning fcc fcc-assignment fcc-machine-learning machine-learning python

Last synced: 02 Sep 2025

https://github.com/nadavbar/node-cntk

Node.js bindings for CNTK

cntk deep-learning nodejs

Last synced: 02 Sep 2025

https://github.com/paperspace/object-detection-segmentation

How to run object detection models on Gradient including re-training and inference

computer-vision deep-learning machine-learning object-detection tensorflow

Last synced: 26 Jul 2025

https://github.com/RaminAbbaszadi/YoloWrapper-WPF

WPF (C#) Yolo Darknet Wrapper

computer-vision csharp-dnn deep-learning dnn object-detection wpf wpf-dnn yolov2 yolov3 yolowrapper

Last synced: 20 Apr 2025

https://github.com/elefthei/python-ml-microservice

A simple, extensible, docker container and HTTP server for microservice-ing Python ML code.

deep-learning docker-container machine-learning microservice python tensorflow

Last synced: 11 Apr 2025

https://github.com/mikeroyal/bayesian-statistics-guide

Bayesian Statistics Guide

bayes bayes-classifier bayesian bayesian-data-analysis bayesian-inference bayesian-methods bayesian-network bayesian-networks bayesian-optimization bayesian-statistics deep-learning machine-learning pytorch statistics

Last synced: 13 May 2025

https://github.com/krshrimali/dcgan-celeba-pytorch-cpp

DCGAN Implementation using PyTorch in both C++ and Python

celeba computer-vision cpp dcgan deep-learning gan libtorch pytorch

Last synced: 04 Aug 2025

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

An attempt to merge ESBN with Transformers, to endow Transformers with the ability to emergently bind symbols

artificial-intelligence deep-learning neuro-symbolic-learning

Last synced: 06 May 2025

https://github.com/fabridigua/LogicGamesSolver

A Python tool to solve logic games with AI, Deep Learning and Computer Vision

artificial-intelligence computer-vision constraint-satisfaction-problem deep-learning logic-games sudoku

Last synced: 07 May 2025

https://github.com/fredhohman/summit-notebooks

Notebooks for Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations

deep-learning deep-learning-visualization interactive-interface interactive-visualization interpretability

Last synced: 12 Apr 2025

https://github.com/sforaidl/playground

A python library consisting of pipelines for visual analysis of different sports using Computer Vision and Deep Learning.

computer-vision deep-learning machine-learning python pytorch sports-analytics

Last synced: 20 Jun 2025

https://github.com/tmabraham/retinopathy-classifier

Diabetic Retinopathy Classifier built with fastai and Heroku

deep-learning fastai flask python retinal-images retinopathy webapp

Last synced: 01 Aug 2025

https://github.com/iechevarria/lego-face-VAE

Variational autoencoder for Lego minifig faces

deep-learning lego variational-autoencoder

Last synced: 03 Apr 2025

https://github.com/keyurparalkar/asl-live-predictor

ASL live classification using fastai library and opencv

deep-learning fastai opencv2

Last synced: 23 Mar 2025

https://github.com/jyni16/deeplearning-beginner

Various Classical Deep-learning Algorithm coded by Tensorflow and Pytorch framework

alexnet-model deep-learning pytorch-tutorial resnet-34 softmax-regression tensorflow tensorflow-tutorials

Last synced: 26 Jul 2025

https://github.com/hemile/a-nesi

A Scalable Approximate Method for Probabilistic Neurosymbolic Inference

deep-learning neurosymbolic pytorch

Last synced: 07 May 2025

https://github.com/jonathanraiman/tf_mesh_renderer

TF Mesh Renderer

deep-learning differentiable-rendering machine-learning rendering tensorflow

Last synced: 19 Mar 2025

https://github.com/lyeoni/keras-mnist-vae

autoencoder deep-learning generative-model keras mnist vae

Last synced: 07 Apr 2025

https://github.com/coincheung/densecl

DenseCL + regionCL-D

deep-learning metric-learning pretrained pytorch regioncl-d self-supervised-learning

Last synced: 07 Oct 2025

https://github.com/autonomio/wrangle

A data transformation package for deep learning with Autonomio, Keras and TensorFlow.

data-science deep-learning etl keras resampling transformation wrangling

Last synced: 07 Apr 2025

https://github.com/andrewhinh/admirer

Multimodal QA

deep-learning pytorch

Last synced: 31 Jan 2026

https://github.com/willbrennan/ageregression

AgeRegression tries to guess the age of a person from their photo! Its a basic example of how to use a CNN for regression in pytorch.

age-estimation convolutional-neural-networks deep-learning pytorch regression-models torchvision

Last synced: 29 Oct 2025

https://github.com/replicahealth/GluPredKit

GluPredKit aims to make blood glucose model training and prediction more accessible.

deep-learning glucose-prediction machine-learning modelling-biological-systems

Last synced: 30 Apr 2025

https://github.com/thegreatherrlebert/ionmob

An open-source prediction framework for peptide ion collision cross section (CCS) values with python.

ccs collisional-cross-section deep-learning ion-mobility ion-mobility-spectrometry machine-learning mass-spectrometry proteomics pypi python-package

Last synced: 08 Oct 2025

https://github.com/1duo/nccl-examples

NCCL Examples from Official NVIDIA NCCL Developer Guide.

deep-learning distributed-systems nccl nvidia

Last synced: 08 Oct 2025

https://github.com/mleveryday/mleveryday.github.io

machine learning everyday website

deep-learning machine-learning

Last synced: 31 Jan 2026

https://github.com/aleju/gan-reverser

Reversing GAN image generation for similarity search and error/artifact fixing

deep-learning gan torch

Last synced: 11 Apr 2025

https://github.com/sominw/vqamd_floyd

Visual Question Answering through modal dialogue + API

deep-learning deep-neural-networks floydhub machine-learning visual-question-answering

Last synced: 05 May 2025

https://github.com/tomekkorbak/treehopper

A Tree-LSTM-based dependency tree sentiment labeler

deep-learning dependency-tree fasttext natural-language-processing polish-language pytorch recursive-neural-networks sentiment-analysis tree-lstm

Last synced: 06 May 2025

https://github.com/khuangaf/tibame_recommender_system

TibaMe 「打造智能推薦系統：用AI搞懂客戶精準行銷」實作課程程式碼

artificial-intelligence collaborative-filtering content-based-recommendation deep-learning education machine-learning movie-recommendation recommender-system svd tutorial

Last synced: 30 Apr 2025

https://github.com/ttumiel/interpret

Interpreting Deep Neural Networks with PyTorch

attribution deep-learning interpretation pytorch visualisation

Last synced: 06 Apr 2026

https://github.com/dbolya/parc

A benchmark suite for Scalable Diverse Model Selection for Accessible Transfer Learning from our NeurIPS 2021 paper.

deep-learning machine-learning model-selection transfer-learning

Last synced: 11 Jul 2025

https://github.com/ahundt/sharpdarts

sharpDARTS: Faster and More Accurate Differentiable Architecture Search

architecture-search cifar10 computer-vision cosine-annealing cosine-power-annealing deep-learning differentiable-hyperparamter-search hyperparameter-optimization hyperparameter-search hyperparameter-tuning imagenet learning-rate learning-rate-scheduling nas neural-architecture-search neural-networks power-cosine-annealing pytorch sota state-of-the-art

Last synced: 12 Jul 2025

https://github.com/SCCH-KVS/training-engine

The stand-alone training engine module for the ALOHA.eu project.

deep-learning eu-project h2020

Last synced: 08 May 2025

https://github.com/cgoliver/rnaglib

Deep learning datasets for RNA 3D and 2.5D structures.

bioinformatics deep-learning ml rna structural-biology

Last synced: 11 Jul 2025

https://github.com/furkan-gulsen/social-distance-detection

The project that detects the interpersonal social distance from videos using YOLOv3

computer-vision deep-learning image-processing opencv social-distance social-distancing social-distancing-detection video yolo3 yolov3

Last synced: 17 Jul 2025

https://github.com/shubham99bisht/expense-tracker

Key Information Extraction from Scanned Receipts: The aim of this project is to extract texts of a number of key fields from given receipts, and save the texts for each receipt image in a JSON file.

bi-lstm deep-learning flask hackoberfest2020 hacktoberfest ocr python3 uploading-invoices web-application

Last synced: 02 May 2025

https://github.com/tlatkowski/neural-recommender

Neural recommender system implementation in TensorFlow.

collaborative-filtering deep-learning deep-neural-network deep-neural-networks matrix-factorization neural-collaborative-filtering recommendation-algorithms recommendation-system recommender-system recommender-systems

Last synced: 06 May 2025

https://github.com/jshong0907/SingingVoiceConversion

2019_ML_Course Singing Voice Conversion Using Cycle-GAN:VC2

deep-learning pytorch singing-voice-conversion

Last synced: 29 Apr 2025

https://github.com/cawfree/crypto-lstm-3

💵 Using word2vec to predict trends in cryptocurrency.

bitcoin cryptocurrency deep-learning lstm network neural prediction tensorflow twitter

Last synced: 28 Oct 2025

https://github.com/khanhnamle1994/tensorflow-machine-learning

Implementing Machine Learning tasks using Tensorflow framework

deep-learning neural-networks tensorflow

Last synced: 29 Oct 2025

https://github.com/mohammadreza-mohammadi94/data-analysis-and-machine-learning-projects

A comprehensive collection of data analysis and machine learning projects, showcasing techniques and models for various data challenges. Dive in to explore code examples, analyses, and machine learning workflows.

data-analysis data-science dataframes deep-learning exploratory-data-analysis hyperparameter-tuning machine-learning machine-learning-algorithms pandas python scikit-learn visualization

Last synced: 06 Oct 2025

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

✨ A report of the most important NLP highlights (A Yearly Report - 2018, 2019)

deep-learning machine-learning nlp

Last synced: 03 Apr 2025

https://github.com/epignatelli/scalable-recognition-with-a-vocabulary-tree

A python implementation of the paper "Scalable Recognition with a Vocabulary Tree, D. Nister, H. Stewenius, 2006"

alexnet content-based-image-retrieval deep-learning image-retrieval information-retrieval infra-holidays object-recognition orb paper-implementations papers-with-code python pytorch sift vocabulary-tree

Last synced: 02 Mar 2025

https://github.com/resotto/python3-docker-devenv

Docker Start Guide with Python Development Environment

deep-learning development-environment docker docker-commands docker-container docker-daemon docker-image docker-volume dockerfile dockerhub matplotlib numpy python python3 scikit-learn sklearn ssh tensorflow ubuntu

Last synced: 23 Jun 2025

https://github.com/jackgoh/whatfood

Food classification using deep learning and benchmark against statistical model like scale-invariant feature transform (SIFT) and color histogram

convolutional-neural-networks deep-learning food-classification image-classification keras

Last synced: 23 Mar 2025

https://github.com/tallamjr/astronet

Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series

astroinformatics deep-compression deep-learning depthwise-separable-convolutions efficient-deep-learning real-time tflite time-series time-series-classification transformers

Last synced: 07 May 2025

https://github.com/kennethleungty/text-to-audio-with-bark

Exploring Bark, the Open-Source Text-to-Audio Generative Model

ai artificial-intelligence bark data-science deep-learning gen-ai generative-ai machine-learning prompt-engineering speech text-prompt text-to-audio text-to-music text-to-sound text-to-speech

Last synced: 12 Jul 2025

https://github.com/d0mih/does-clip-know-my-face

Source Code for the JAIR Paper "Does CLIP Know my Face?" (Demo: https://huggingface.co/spaces/AIML-TUDA/does-clip-know-my-face)

ai clip deep-learning multimodal privacy-preserving-machine-learning

Last synced: 04 Sep 2025

https://github.com/akthammomani/Menara-App-Predict-House-Price-CA

Build a Web App called Menara to Predict, Forecast House Prices and search GreatSchools in California - Bay Area

aws-ec2 deep-learning eli5 haversine-distance haversine-formula lime machine-learning neural-network python shap sklearn streamlit supervised-learning time-series unsupervised-learning

Last synced: 10 May 2025

https://github.com/fabian-sp/momo

MoMo: Momentum Models for Adaptive Learning Rates

deep-learning optimization pytorch

Last synced: 26 Oct 2025

https://github.com/sksoumik/AI-resources

ai-learning-resource artificial-intelligence deep-learning machine-learning machine-learning-tutorials

Last synced: 01 Apr 2025

https://github.com/yonesuke/jaxfss

JAX/Flax implementation of finite-size scaling

deep-learning flax jax machine-learning neural-network optax physics

Last synced: 16 Jan 2026

https://github.com/yuehhua/hopfields.jl

Modern Hopfield layer implementations in Julia

deep-learning hopfield-network hopfield-neural-network

Last synced: 24 Apr 2025

https://github.com/yashassamaga/convolutionbuildingblocks

GEMM and Winograd based convolutions using CUTLASS

convolution cuda cutlass deep-learning

Last synced: 28 Jul 2025

https://github.com/datawhalechina/easy-grokking-deep-learning

Easy-Grokking-Deep-Learning，意为轻松摸索深度学习，英文缩写可简称为EGDL。

deep-learning

Last synced: 21 Apr 2025

https://github.com/vinhowe/piston

Train small sequence models in your browser with WebGPU.

deep-learning transformer webgpu

Last synced: 29 Jan 2026

https://github.com/paulaharder/hackathon-ci-2020

Code from Hackathon CI2020

deep-learning gans night-vision satellite-imagery

Last synced: 21 Jan 2026

https://github.com/ultralytics/.github

Ultralytics GitHub default .github repository.

ai computer-vision deep-learning hub machine-learning ml ultralytics yolo yolov5 yolov8

Last synced: 27 Oct 2025

https://github.com/zcemycl/pytorch_outpainting_srn

A casual PyTorch implementation of Wide-Context Semantic Image Extrapolation paper

deep-learning gan image-extrapolation image-generation image-inpainting python3 pytorch pytorch-implementation wgan

Last synced: 08 Oct 2025

https://github.com/dmis-lab/vaecox

ISMB 2020: Improved survival analysis by learning shared genomic information from pan-cancer data

cox-regression deep-learning pan-cancer-data survival-prediction tcga transfer-learning

Last synced: 27 Mar 2026

https://github.com/yas-sim/objectron-3d-object-detection-openvino

Sample implementation of 3D object detection with Intel OpenVINO

3d-object-detection deep-learning intel mediapipe object-detection objectron openvino python sample

Last synced: 19 Oct 2025

https://github.com/machine-learning-tokyo/seq2seq-workshop

Seq2Seq workshop materials

deep-learning machine-learning pytorch seq2seq workshop-materials

Last synced: 28 Apr 2025

https://github.com/zsxkib/qwen-image-macos

🎨 Native AI image generation for Apple Silicon with Qwen-Image. Lightning LoRA acceleration for fast 4–8 step runs. Zero Docker, just works.

ai apple-silicon cli-tool deep-learning diffusion image-generation lightning-lora m1 m2 m3 machine-learning macos mps python pytorch qwen

Last synced: 28 Feb 2026

https://github.com/taipingeric/fusionlab

An easy to use library and code snippets for PyTorch and Tensorflow

ai deep-learning python pytorch tensorflow

Last synced: 14 Jan 2026

https://github.com/hsm207/seamls2019

Materials from the South East Asia Machine Learning School 2019 event

artificial-intelligence conference deep-learning deeplearning machine-learning machinelearning summer-school summer-schools summerschool

Last synced: 04 Dec 2025

https://github.com/kzkadc/regression-tta

The official implementation of "Test-time Adaptation for Regression by Subspace Alignment" (ICLR 2025).

deep-learning pytorch regression test-time-adaptation

Last synced: 20 Apr 2026

https://github.com/pfnet-research/chainer-differentiable-mpc

Differentiable MPC in Chainer, developed as part of PFN summer internship 2019.

chainer deep-learning lqr machine-learning model-predictive-control mpc optimal-control trajectory-optimization

Last synced: 27 Feb 2026

https://github.com/antoinebrl/convolution1d-sandbox

1D Convolution Interactive Visualization build with d3.js

convolution-filter convolution-neural-network convolutions deep-learning machine-learning-tutorials signal-processing

Last synced: 27 Jan 2026

https://github.com/matlab-deep-learning/pretrained-efficientdet-d0

Object detection and transfer learning using pretrained EfficientDet-D0 model in MATLAB.

computer-vision deep-learning efficientdet image-processing matlab matlab-deep-learning object-detection pretrained-models transfer-learning

Last synced: 03 Aug 2025

https://github.com/wkirgsn/deep-pmsm

Estimate intrinsic Permanent Magnet Synchronous Motor temperatures with deep recurrent and convolutional neural networks.

bayesian-optimization convolutional-neural-networks deep-learning electric-motor electric-vehicles keras machine-learning recurrent-neural-networks regression temperature-monitoring time-series

Last synced: 01 Aug 2025

https://github.com/charmve/ar-dao

AR-DAO，A decentralized autonomous organization (DAO) that enables users to forge NFTs through augmented reality (AR) and participate in various gaming and social activities. 一个让用户通过增强现实（AR）铸造NFT并参与不同游戏等社交活动的去中心化自治组织（DAO）https://github.com/Charmve/AR-DAO/wiki

aigc ar bitcoin blockchain computer-vision dao decentralized decentralized-applications deep-learning metaverse nerf nft react-native smart-contracts stable-diffusion web3

Last synced: 28 Oct 2025

https://github.com/franioli/icepy4d

ICEpy4D is a multi-purpose Python package for 4D Image-based Continuos monitoring of glaciers' Evolution with deep learning SfM and low-cost stereo-cameras

3d-reconstruction 4d deep-learning feature-matching feature-tracking glaciers photogrammetry pytorch sfm

Last synced: 24 Oct 2025

https://github.com/ht0710/receipt-information-extraction

Receipt-Information-Extraction

deep-learning information-extraction machine-learning mc-ocr ocr-recognition receipt

Last synced: 29 Jul 2025

https://github.com/Gr122lyBr/voicetag

Speaker identification powered by pyannote and resemblyzer

audio-transcription deep-learning deepgram diarization groq machine-learning nlp pyannote python resemblyzer speaker-diarization speaker-identification speaker-recognition speech-processing speech-to-text transcription voice-recognition whisper whisper-ai

Last synced: 03 Apr 2026

https://github.com/magnusja/conve

Implementation of ConvE proposed by Dettmers et al. in Convolutional 2D Knowledge Graph Embeddings.

conve convolutional-neural-networks deep-learning knowledge-embedding knowledge-graph machine-learning network-embedding neural-network

Last synced: 25 Jun 2025

https://github.com/suquark/inspirenn

convnetjs deep-learning neural-network presentation

Last synced: 03 Sep 2025

https://github.com/codeamt/pytorchswift

A Swift Wrapper for PyTorch and Torchvision.

deep-learning python-3-6 swift5 torch torchvision

Last synced: 13 Apr 2025

https://github.com/plstcharles/thelper

Training framework & tools for PyTorch-based machine learning projects.

data-augmentation data-loader deep-learning machine-learning models pytorch training

Last synced: 18 Mar 2025

https://github.com/petrobras/wprautoencoders

This is one of Petrobras' open repositories on GitHub. It contains the WPRAutoencoders project which encompasses a wellbore pressure response generator, a dataset of 20.000 synthetic pressure responses and an autoencoder neural network capable of clustering this data based on transmissibility and reservoir geometry.

autoencoders clustering data-science deep-learning machine-learning well-testing