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: 2026-07-09 00:08:07 UTC
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https://github.com/armandpl/furuta

Building and Training a Rotary Inverted Pendulum robot

deep-learning reinforcement-learning robotics

Last synced: 13 Apr 2025

https://github.com/elicassion/3DTRL

Code for NeurIPS 2022 paper "Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space"

3d-models action-recognition deep-learning image-classification pytorch video-alignment

Last synced: 20 Mar 2025

https://github.com/adgaudio/o-medal

O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.

active-learning deep-learning diabetic-retinopathy-detection machine-learning medical-image-analysis online-learning

Last synced: 30 Apr 2025

https://github.com/yehengchen/smartcar

SmartCar - Real-time SmartCar System (Driver/Passenger) which included Face ID Recognition and Head Pose Estimation

deep-learning face face-detection face-recognition facenet mtcnn-face-detection smartcar

Last synced: 05 May 2025

https://github.com/ccnmaastricht/angorapy

Build embodied brain models with ease.

computational-neuroscience deep-learning keras neuroscience sensorimotor-modeling

Last synced: 09 Apr 2025

https://github.com/deysuman/machinelearningstocks

Using python and scikit-learn to make stock predictions

data-science deep-learning deysuman finance historical-stock-fundamentals india machine-learning machine-learning-algorithms made-with-love math-with-python python python3 science scikit-learn sklearn stock-analysis stock-prediction yahoo-finance

Last synced: 01 May 2025

https://github.com/trainingbypackt/applied-deep-learning-with-keras

Solve complex real-life problems with the simplicity of Keras

cnn-keras cross-validation deep-learning keras machine-learning model-accuracy model-evaluation neural-networks python rnn sequential-models wrapper

Last synced: 10 Apr 2025

https://github.com/serengil/h2o-ai-101

This repository covers h2o ai based implementations

auto-ml automl deep-learning gbm gradient-boosting gradient-boosting-decision-trees gradient-boosting-machine h2o h2oai machine-learning

Last synced: 04 Apr 2025

https://github.com/edaaydinea/pneumonia-detection-on-chest-xray-images-with-deep-leaning

This repository includes pneumonia detection on Chest X-ray Images by using Deep Learning(Keras).

cnn-classification cnn-keras computer-vision deep-learning deep-neural-networks image-processing pneumonia-classification

Last synced: 11 Apr 2025

https://github.com/curiousily/reproducible-ml-with-dvc

Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC

deep-learning dvc experiment-tracking linear-regression machine-learning metrics python random-forest reproducibility scikit-learn tracking

Last synced: 07 Apr 2026

https://github.com/pulkit-khandelwal/purple-mri

Penn Utilities for Registration and ParcelLation of Ex vivo MRI

alzheimer-disease deep-learning medical-imaging neuroimaging

Last synced: 29 Oct 2025

https://github.com/isaaccorley/segmenter-pytorch

PyTorch implementation of "Segmenter: Transformer for Semantic Segmentation" Strudel et al. (2021)

artificial-intelligence computer-vision deep-learning semantic-segmentation transformers vision-transformer

Last synced: 12 Apr 2025

https://github.com/alexfjw/jp-ocr-prunned-cnn

Attempting feature map prunning on a CNN trained for Japanese OCR

deep-learning japanese ocr pruning pytorch

Last synced: 14 Apr 2025

https://github.com/lukasbommes/mvmed-tracker

Multi-Object Tracker for the H.264 and MPEG-4 Compressed Domain.

cnn computer-vision deep-learning motion-vectors multi-object-tracking object-detection pytorch tracking video-compression

Last synced: 06 May 2025

https://github.com/imsanjoykb/brain-tumor-detection-cnn-architecture

Many different types of brain tumors exist. Some brain tumors are noncancerous (benign), and some brain tumors are cancerous (malignant). Brain tumors can begin in your brain (primary brain tumors), or cancer can begin in other parts of your body and spread to your brain (secondary, or metastatic, brain tumors).

brain-tumor-detection deep-learning deployment flask

Last synced: 30 Oct 2025

https://github.com/kklemon/keras-loves-torchtext

Make Torchtext work with Keras.

data-science deep-learning keras natural-language-processing pytorch tensorflow torchtext

Last synced: 24 Sep 2025

https://github.com/jalajthanaki/cheat_sheets_of_python_libraries

This repository contains the bunch of cheat sheets of diffenrent python libraries which are used in order to develop data science application.

cheat-sheets datascience deep-learning machine-learning python

Last synced: 14 May 2025

https://github.com/smartnets/dataloader-benchmarks

DL Dataloader Benchmarks

benchmarks dataloader deep-learning

Last synced: 08 May 2025

https://github.com/llnl/selfsupervised

Deep Learning Self-Supervised source code related to Mundenk et al. CVPR 2018

deep-learning machine-learning

Last synced: 23 Oct 2025

https://github.com/shukur-alom/spam_mail_detector_using_ml

This Model can detectany kind of spam mail. Here i use ML Algorithm. If use use my code pleace give me my cradit

algorithm artificial-intelligence artificial-intelligence-algorithms artificial-intelligence-models artificial-intelligence-projects deep-learning detectany-kind mail ml natural-language-processing nlp nlp-machine-learning python python-3 python3 spam spam-mail tensorflow tensorflow2

Last synced: 27 Jul 2025

https://github.com/Yi-Shi94/Unsupervised-Deep-Shape-Descriptor-with-Point-Distribution-Learning

Unsupervised Deep Shape Descriptor with Point Distribution Learning

deep-learning descriptor python unsupervised-learning

Last synced: 20 Mar 2025

https://github.com/ben-hayes/southbank_ai

AI music plugins for Ableton Live used in a human-AI performance at London's Southbank Centre

ableton-live ai deep-learning magenta music tensorflowjs vae

Last synced: 17 Mar 2025

https://github.com/DarrenZhang01/ExCon

ExCon: Explanation-driven Supervised Contrastive Learning

artificial-intelligence deep-learning machine-learning-algorithms python representation-learning

Last synced: 08 May 2025

https://github.com/sjenni/LearningToSpotArtifacts

Self-Supervised Feature Learning by Learning to Spot Artifacts. In CVPR, 2018.

alexnet classification compter-vision deep-learning feature-learning machine-learning self-supervised-learning stl-10 tensorflow unsupervised-learning

Last synced: 16 Nov 2025

https://github.com/ksdkamesh99/reverse-image-search

It is a replication of google image search engine for finding similar images in our database using artificial intelligence. It is a project which uses cosine distance or finding the similarity which is an amazing application of cosine similarity.

ajax cosine-distance cosine-similarity deep-learning flask image-search-engine jquery vgg16

Last synced: 06 Jul 2025

https://github.com/knorth55/chainer-light-head-rcnn

[This project has moved to ChainerCV] Chainer Implementation of Light Head RCNN

chainer chainercv computer-vision deep-learning machine-learning object-detection python

Last synced: 28 Oct 2025

https://github.com/NonvolatileMemory/MXNET-SMN

Sequential Matching Network implemented by MXNET

chatbot deep-learning mxnet

Last synced: 17 Apr 2025

https://github.com/aksw/dbnqa

DBpedia Neural Question Answering Dataset

dataset dbpedia deep-learning deep-learning-dataset deep-neural-networks evaluation machine-translation nl-to-sparql-translation nspm nspm-dataset seq2seq sparql sparql-machine-translation

Last synced: 31 May 2026

https://github.com/kadircet/ceng

All the homeworks, testers and projects done at METU-CENG

algorithms computer-organization computer-science deep-learning embedded-systems formal-languages game-theory logic-design machine-learning metu-ceng networking operating-systems programming-language-concepts

Last synced: 19 Apr 2025

https://github.com/trungnt13/sisua

SemI-SUpervised generative Autoencoder models for single cell data

bayesian-inference deep-learning semi-supervised-learning single-cell variational-autoencoder

Last synced: 14 Apr 2025

https://github.com/AgaMiko/GEBI

GEBI: Global Explanations for Bias Identification. Open source code for discovering bias in data with skin lesion dataset

attention-maps deep-learning explainability explainable-ai global-explanation

Last synced: 19 Apr 2025

https://github.com/tribeofai/workshops

Tribe of AI workshops curriculum

deep-learning keras machine-learning numpy pandas python scikit-learn tensorflow

Last synced: 11 Mar 2026

https://github.com/yas-sim/human-pose-estimation-2d-demo

Deep learning based human pose estimation demo in Python using Intel OpenVINO toolkit

deep-learning demo dl-models edge-computing hms human-pose-estimation inference inferencing-engine intel openvino openvino-toolkit pafs pair-affinity-fields person-pose-estimation pose-estimation python

Last synced: 22 Apr 2025

https://github.com/lvyufeng/easy_mindspore_bk

deep-learning easy-to-use mindspore

Last synced: 09 Mar 2026

https://github.com/mvrahden/recurrent-js

[INACTIVE] Amazingly simple to build and train various neural networks. The library is an object-oriented neural network approach (baked with Typescript), containing stateless and stateful neural network architectures.

ai artificial-intelligence artificial-neural-networks backpropagation bayesian-network deep-learning deep-reinforcement-learning dnn feedforward-neural-network graph lstm neural-network npm recurrent-js recurrent-neural-networks rnn typescript

Last synced: 11 Oct 2025

https://github.com/belkakari/cellular-automata-pytorch

A reproduction and tweaking of Growing Neural Cellular Automata

cellular-automata deep-learning differentiable-programming pytorch

Last synced: 13 Mar 2026

https://github.com/yichengdwu/neuralgraphpde.jl

Integrating Neural Ordinary Differential Equations, the Method of Lines, and Graph Neural Networks

deep-learning equivariant-representations gnn graph-neural-networks julia partial-differential-equations

Last synced: 12 Oct 2025

https://github.com/barisyazici/tum_masters_thesis

Master's thesis in Computer Science at Technical University of Munich. Written in latex.

deep-learning latex machine-learning thesis

Last synced: 09 Apr 2025

https://github.com/bdusell/nondeterministic-stack-rnn

Code for the paper "The Surprising Computational Power of Nondeterministic Stack RNNs" (DuSell and Chiang, 2023)

conll2020 deep-learning iclr2022 iclr2023 language-model machine-learning neural-networks nlp pytorch rnn stack

Last synced: 12 Aug 2025

https://github.com/rpatrik96/nl-causal-representations

This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).

causal-discovery causal-discovery-methods causal-inference causality deep-learning deep-neural-networks deeplearning ica independent-component-analysis machine-learning structural-causal-model

Last synced: 03 Jul 2025

https://github.com/leonjessen/keras_tensorflow_on_iris

A minimal tutorial on how to build a neural network classifier based on the iris data set using Keras/TensorFlow in R/RStudio

classification datascience deep-learning ggplot iris-dataset keras machine-learning neural-network r rstudio tensorflow tensorflow-tutorials tutorial

Last synced: 13 Jun 2025

https://github.com/koldim2001/factory_detection

Проект по созданию системы безопасности на предприятии, реализующей детектирование людей и автоматическую проверку наличия касок по изображениям с видеокамер

deep-learning detection faster-rcnn hardhat-detection model-deployment object-detection people-detection pytorch telegram-bot tensorboard-visualizations

Last synced: 23 Apr 2025

https://github.com/kazuhito00/dis-onnx-sample

背景除去モデルであるDIS/IS-NetのPythonでのONNX推論サンプル

background-removal computer-vision deep-learning dichotomous-image-segmentation dis is-net onnx python u-2-net

Last synced: 17 Mar 2026

https://github.com/radionets-project/radionets

Imaging radio interferometric data with Neural Networks.

convolutional-neural-networks deep-learning pytorch

Last synced: 05 Mar 2026

https://github.com/hfahrudin/facex

Python library for detecting faces and classifying emotions in images lightweight, efficient threading and object pooling for concurrent processing.

computer-vision deep-learning machine-learning opencv python raspberry-pi tensorflow

Last synced: 31 Jan 2026

https://github.com/sbrunk/scalajs-tfjs

Scala.js bindings for TensorFlow.js. Train and deploy ML models in your browser with Scala.

deep-learning machine-learning scala scala-js tensorflow tensorflowjs

Last synced: 01 Apr 2026

https://github.com/ami-iit/paper_romualdi_viceconte_2024_humanoids_dnn-mpc-walking

Code associated to Humanoids 2024 paper submission

deep-learning humanoid humanoids2024 optimization robots

Last synced: 04 Mar 2026

https://github.com/lucidrains/disco-rl-pytorch

Implementation and explorations into DiscoRL, Discovering state-of-the-art reinforcement learning algorithms, David Silver's last work at Deepmind

artificial-intelligence deep-learning meta-learning reinforcement-learning

Last synced: 09 Jun 2026

https://github.com/fdavidcl/ae-review-resources

Additional resources for an overview on autoencoders

autoencoder-mnist autoencoders deep-learning mnist neural-network

Last synced: 23 Jun 2026

https://github.com/ryandsilva/nn-from-scratch

:star: Implementation of Neural Networks from Scratch Using Python & Numpy :star:

deep-learning hacktoberfest machine-learning neural-network numpy python

Last synced: 17 Mar 2026

https://github.com/intuit/foremast-brain

Foremast-brain is a component of Foremast project.

application-monitoring deep-learning distributed-systems machine-learning near-real-time shared-nothing statistics system-monitoring

Last synced: 21 Jun 2025

https://github.com/donghwijung/lorcon-lo

LoRCoN-LO: Long-term Recurrent Convolutional Network-based LiDAR Odometry

deep-learning lcrn lidar-odometry paper rellis-3d robotics

Last synced: 05 May 2025

https://github.com/hiroakimikami/mlprogram

PyTorch library for synthesizing programs from natural language

deep-learning deep-neural-network deeplearning natural-language-understanding nl2code program-synthesis pytorch treegen

Last synced: 06 May 2025

https://github.com/rfonod/deepsleep2

😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.

cnn computational-efficiency convolutional-networks deep-learning encoder-decoder machine-learning medical-ai multichannel neural-networks physionet polysomnography pytorch segmentation sleep-analysis sleep-apnea sleep-arousals time-series u-net

Last synced: 01 Sep 2025

https://github.com/faceplugin-ltd/open-source-face-recognition-sdk

The world's 1st open source face recognition SDK for Windows and Linux (Face detection, Face landmark extraction, Face feature extraction, Face template mathcing)

deep-learning face-detection face-landmark-detection face-recognition identity-verification machine-learning open-source python

Last synced: 07 Mar 2026

https://github.com/yc-cui/pansharpening-zoo

A collection of deep learning based pansharpening models.

deep-learning pansharpening remote-sensing

Last synced: 07 Jan 2026

https://github.com/oke-aditya/pytorch_fasterrcnn

Fine-Tune Pytorch Faster RCNN for your own task.

deep-learning detection pytorch pytorch-rcnn torchvision

Last synced: 23 Mar 2025

https://github.com/izhangzhihao/deeplearning-tutorial

Tutorial of DeepLearning.scala

complex-neural-networks deep-learning deep-learning-tutorial deep-neural-networks deeplearning deeplearning-demo deeplearning-notebooks neural-networks scala

Last synced: 08 Aug 2025

https://github.com/mikeroyal/opencl-guide

OpenCL Guide

deep-learning gpu opencl opencl-library opencl-sdk

Last synced: 07 May 2025

https://github.com/aleju/cat-bbs-regression

Detect cat faces in images using CNNs with regression

bounding-boxes deep-learning network neural regression

Last synced: 11 Apr 2025

https://github.com/albarqounilab/FedDis-NMI

The source code of FedDis

deep-learning federated-learning medical-imaging

Last synced: 14 Mar 2025

https://github.com/ashishpatel26/kubeflow-installation-on-windows-10

Kubeflow installation on windows 10/11

deep-learning docker docker-setup kubeflow kubernetes machine-learning minikube minikube-cluster minikube-setup mlflow mlops

Last synced: 14 May 2025

https://github.com/lucidrains/discrete-continuous-embed-readout

Embedding and readout for simple multi-categorical and gaussian continuous

deep-learning embeddings readout

Last synced: 13 Jan 2026

https://github.com/sondosaabed/image-modeling-with-keras

Understanding images as data, training CNNs, and optimizing their performance, gained the skills to apply deep learning techniques with applications

cnn deep-learning image-analysis image-processing keras matplotlib python scipy

Last synced: 12 Mar 2026

https://github.com/arrufat/wallyfinder

A simple solver for "Where's Wally" images

convolutional-neural-networks deep-learning dlib mmod neural-network object-detection waldo wally whereis

Last synced: 14 Apr 2025

https://github.com/matlab-deep-learning/resnet-18

Repo for ResNet-18

deep-learning matlab matlab-deep-learning pretrained-models

Last synced: 07 May 2025

https://github.com/lucidrains/mogrifier

Usable implementation of Mogrifier, a circuit for enhancing LSTMs and potentially other networks, from Deepmind

artificial-intelligence deep-learning xlstm

Last synced: 15 Apr 2025

https://github.com/soumik12345/multi-label-text-classification

A multi-label text classifier to predict the subject areas of arXiv papers from their abstract bodies.

deep-learning text-classification

Last synced: 16 Aug 2025

https://github.com/khuyentran1401/dog_classifier

A simple app to classify dogs using fastai and streamlit.

computer-vision deep-learning fastai streamlit streamlit-application streamlit-webapp

Last synced: 13 Aug 2025

https://github.com/fatchur/simple-tensor

A simplification of Tensorflow Tensor Operations

computer-vision deep-learning inceptionv4 lstm object-detection tensorflow yolov3

Last synced: 06 May 2025

https://github.com/kyegomez/logicguide

Plug in and Play implementation of "Certified Reasoning with Language Models" that elevates model reasoning by 40%

artificial-intelligence attention-mechanism deep-learning gpt4 large-language-models nlp prompt-engineering transformer

Last synced: 07 May 2025

https://github.com/vita-group/random-shuffling-backdoordetect

[NeurIPS 2022] "Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets" by Ruisi Cai*, Zhenyu Zhang*, Tianlong Chen, Xiaohan Chen, Zhangyang Wang

backdoor-attacks deep-learning python pytorch security trojan

Last synced: 19 Apr 2025

https://github.com/matlab-deep-learning/hyperparameter-tuning-in-matlab-using-experiment-manager-and-tensorflow

This example shows how to use MATLAB to train a TensorFlow model and tune it's hyperparameters using co-execution with Python.

co-execution deep-learning example hyperparameter-tuning matlab model-training python tensorflow

Last synced: 07 May 2025

https://github.com/ucsd-e4e/pyha

A repo designed to convert audio-based "weak" labels to "strong" intraclip labels. Provides a pipeline to compare automated moment-to-moment labels to human labels. Methods range from DSP based foreground-background separation, cross-correlation based template matching, as well as bird presence sound event detection deep learning models!

audio automation bioacoustics bird-audio-clips bird-species-classification birdsong deep-learning foreground-detection human-labels machine-learning moment-labels natural-language-processing neural-network object-detection python python3 sed sound-processing template-matching training

Last synced: 18 Jan 2026

https://github.com/thefcraft/nsfw-prompt-detection-sd

NSFW Prompt Detection for Stable Diffusion

deep-learning lstm nlp nsfw-detection python stable-diffusion tensorflow

Last synced: 03 May 2025

https://github.com/suragnair/im2latex

An implementation of the Show, Attend and Tell paper in Tensorflow, for the OpenAI Im2LaTeX suggested problem

attention attention-mechanism deep-learning show-and-tell show-attend-and-tell tensorflow

Last synced: 09 Apr 2025

https://github.com/pengzhaoqing/deepqa

a Deep learning based chatbot implemented by Tensorflow with beam search (forked from Conchylicultor/DeepQA)

beam-search chat deep-learning tensorflow

Last synced: 13 May 2025

https://github.com/masilab/cornn_tractography

Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical context

convolutional-recurrent-neural-network deep-learning diffusion-mri t1-weighted-mri tractography

Last synced: 16 Jan 2026

https://github.com/ViTAE-Transformer/SAMText

The official repo for the technical report "Scalable Mask Annotation for Video Text Spotting"

dataset deep-learning sam scene-text-spotting segment-anything-model video-text-spotting

Last synced: 16 Mar 2025

https://github.com/rcdilorenzo/inspector-lestrade

Neural network to predict eye gaze location from front-facing camera

deep-learning exploratory-data-analysis facial-landmarks open-images regis-university yolov3

Last synced: 18 Jan 2026

https://github.com/keon/seq2seq-tensorflow

[In-Progress] Tensorflow implementation of Sequence to Sequence Learning with Neural Networks

deep-learning sequence-to-sequence

Last synced: 09 Apr 2025

https://github.com/kennethleungty/finance-llms

Comprehensive Compilation of Real-World LLM Implementation in Financial Services

artificial-intelligence banking bloomberggpt deep-learning domain-specific-models finance finance-llm finance-llms financial-services fine-tuning fingpt gen-ai genai generative-ai gpt insurance large-language-model large-language-models llm machine-learning

Last synced: 02 Jan 2026

https://github.com/sapienzanlp/unify-srl

Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources (NAACL-2021).

cross-lingual deep-learning nlp semantic-role-labeling semantics

Last synced: 12 Jun 2025

https://github.com/hellloxiaotian/pslnet

Perceptive self-supervised learning network for noisy image watermark removal （IEEE Transactions on Circuits and Systems for Video 2024）

cnn deep-learning deep-neural-networks image-denoising python pytorch unet watermark-removal

Last synced: 28 Apr 2025

https://github.com/tpsatish95/indus-script-ocr

The Indus script optical grapheme recognition engine (from archaeological artifact images)

ancient-texts caffe computer-vision deep-learning digital-humanities epigraphy opencv optical-character-recognition pipeline scikit-image scikit-learn

Last synced: 14 Apr 2025

https://github.com/joseph-nagel/diffusion-demo

PyTorch denoising diffusion demo

ddpm deep-learning diffusion-models generative-ai generative-model pytorch

Last synced: 17 Jan 2026

https://github.com/noobpk/gemini-self-protector

Gemini - Runtime Application Self Protection Solution (G-SP)

application-protection application-security deep-learning python rasp security-solutions self-protection vulnerability-detection

Last synced: 26 Apr 2025

https://github.com/tarolangner/ukb_segmentation

PyTorch implementation for 2.5D U-Net segmentation of UK Biobank neck-to-knee body MRI

deep-learning kidney mri neural-networks parenchyma pytorch segmentation semantic-segmentation u-net uk-biobank

Last synced: 09 Apr 2025

https://github.com/cortical-team/neko

deep-learning learning-algorithms neuromorphic-computing

Last synced: 22 Apr 2025

https://github.com/analogdevicesinc/max78xxx-refdes

MAX78000 and MAX78002 Reference Designs

ai analog-devices artificial-intelligence deep-learning machine-learning max78000 max78002 maxim maxim-integrated

Last synced: 22 Apr 2025

https://github.com/paccmann/fdsa

A fully differentiable set autoencoder

deep-learning multimodal-data set-autoencoder

Last synced: 03 Oct 2025

https://github.com/aiwithqasim/piaic-artificial-intelligence

Welcome, to this OPEN SOURCE repository. In this repository, I'll Add all Material that I had read in the PIAIC course. It will benefit those students of PIAIC who are Enthusiastic toward Artificial Intelligence.

cnn data-science deep-learning docker linux machine-learning matplotlib numpy pandas python3