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/pfcclab/starter

【HACKATHON 预备营】飞桨启航计划集训营

deep-learning deep-learning-framework good-first-issues good-first-pr good-first-project good-for-beginners good-practices

Last synced: 18 Feb 2026

https://github.com/Boehringer-Ingelheim/anomaly-detection-in-histology

Learning image representations for anomaly detection: application to discovery of histological alterations in drug development

anomaly-detection convolutional-neural-networks deep-features deep-learning drug-toxicity one-class-classfiation pytorch

Last synced: 28 Sep 2025

https://github.com/yuyangw/imolclr

Implementation of iMolCLR: "Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast" in PyG.

deep-learning graph-neural-networks molecule pytorch pytorch-geometric self-supervised-learning

Last synced: 18 Feb 2026

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

Deep Learning Paper Implementations in PyTorch

deep-learning deep-learning-papers implementation-of-research-paper pytorch

Last synced: 23 Mar 2025

https://github.com/AIKevin/Pointer_Generator_Summarizer

Pointer Generator Network: Seq2Seq with attention, pointing and coverage mechanism for abstractive summarization.

abstractive-summarization artificial-intelligence attention-mechanism deep-learning encoder-decoder natural-language-generation natural-language-processing neural-networks pointer-generator python3 rnn rnn-tensorflow seq2seq summarization tensorflow

Last synced: 21 Sep 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/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/alvertogit/deeplearning_flask

Data Science AI Artificial Intelligence Deep Learning Python Keras TensorFlow TensorFlow2 Flask Flask3 Docker NGINX Gunicorn microservices REST API Jupyter Lab Notebook GitHub Actions Ruff

artificial-intelligence data-science deep-learning docker flask github-actions jupyter-lab jupyter-notebook keras python ruff tensorflow tensorflow2

Last synced: 15 Mar 2026

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/lightly-ai/lightly-train

LightlyTrain is the first PyTorch framework to pretrain computer vision models on unlabeled data for industrial applications

computer-vision contrastive-learning deep-learning distillation embeddings machine-learning pretrained-models python pytorch self-supervised self-supervised-learning

Last synced: 18 Apr 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/curiousily/todo-list-icon-classification-with-tensorflow-js

Use ReactJS and TensorFlow to suggest icons based on text in a ToDo list app

deep-learning javascript neural-network react reactjs tensorflow tensorflowjs text-classification

Last synced: 10 Mar 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/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/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/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/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/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/arthurdouillard/nalu.pytorch

Implementation of NALU & NAC (https://arxiv.org/abs/1808.00508 | DeepMind) in PyTorch.

deep-learning neural-arithmetic-logic-unit pytorch

Last synced: 08 Oct 2025

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/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: 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/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/fzyzcjy/ai_math_paper_list

AI for Mathematics Paper List

deep-learning machine-learning mathematics paper-list

Last synced: 13 Feb 2026

https://github.com/podgorskiy/stylegan

Unofficial Pytorch implementation of Style GAN paper

adversarial-networks computer-vision deep-learning gan generative-adversarial-network machine-learning pytorch style-gan

Last synced: 02 Mar 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/cod3licious/simec

Similarity Encoder (SimEc) Neural Network Framework for learning low dimensional similarity preserving representations

deep-learning embeddings machine-learning matrix-factorization neural-network representation-learning

Last synced: 28 Feb 2026

https://github.com/naturalis/trait-geo-diverse-dl

Ecological Niche Modelling Using Deep Learning

biodiversity-informatics deep-learning ecology evolution gis species-distribution-modelling

Last synced: 04 Apr 2026

https://github.com/wondervictor/traffic_prediction

Traffic Prediction in PaddlePaddle (ASC17 Deep Learning Application)

deep-learning deep-neural-networks machine-learning predictive-analysis

Last synced: 15 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/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/shashwath94/relation-extraction-using-cnn

A Chainer implementation of a Convolutional Network model for relation classification in the SemEval Task 8 dataset. This model performs Multi-Way Classification of Semantic Relations Between Pairs of Nominals in the SemEval 2010 task 8 dataset.

chainer cnn-text-classification convolutional-neural-networks deep-learning python3

Last synced: 17 Aug 2025

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/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/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/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/rakibhhridoy/anomalydetectionintimeseriesdata-keras

Statistics, signal processing, finance, econometrics, manufacturing, networking[disambiguation needed] and data mining, anomaly detection (also outlier detection) is the identification of rare items, events or observations which raise suspicions by differing significantly from the majority of the data. Typically the anomalous items will translate to some kind of problem such as bank fraud, a structural defect, medical problems or errors in a text. Anomalies are also referred to as outliers, novelties, noise, deviations and exceptions.

anomaly-detection autoencoder autoencoders deep-learning dropout keras lstm machine-learning numpy pandas python regularization tensorflow threshold

Last synced: 26 Feb 2026

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/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/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

Last synced: 17 Mar 2025

https://github.com/neurodata/df-dn-paper

Conceptual & empirical comparisons between decision forests & deep networks

classification decision-trees deep-learning deep-neural-networks machine-learning random-forests

Last synced: 21 Aug 2025

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

deep-learning learning-algorithms neuromorphic-computing

Last synced: 22 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/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/adamjstewart/crop_yield_prediction

:corn: Machine learning model for crop yield prediction

crop-model deep-learning machine-learning neural-network

Last synced: 07 May 2025

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

Implementation of a holodeck, written in Pytorch

artificial-intelligence deep-learning denoising-diffusion hypernetworks latent-denoising-diffusion scene-representations temporal-scene-representations transformers

Last synced: 05 May 2025

https://github.com/neka-nat/vin-keras

This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras

deep-learning keras nips-2016 value-iteration value-iteration-network

Last synced: 07 Aug 2025

https://github.com/vpanjeta/deep-learning-models

Deep Learning Models implemented in python.

cnn da deep-belief-nets deep-learning deeplearning denoising-autoencoders mlp models multi-layer-perceptron python rbm restricted-boltzmann-machine sda

Last synced: 12 Apr 2025

https://github.com/tlkh/fake-news-chrome-extension

Chrome Extension to help fight Online Misinformation

chrome deep-learning fake-news nlp

Last synced: 13 Apr 2025

https://github.com/ztjhz/minilm

Small Model Is All You Need - NTU SC4001 Neural Network & Deep Learning Project

bert deep-learning deepspeed gpt2 llama llm neural-network nlp ntu roberta sc4001 wandb

Last synced: 30 Jul 2025

https://github.com/sergioskar/convolutional-neural-network

Computer vision framework based on deep learning and GPU programming

computer-vision convolutional-neural-network deep-learning gpu-computing opencl

Last synced: 10 Jul 2025

https://github.com/izuna385/wikia-and-wikipedia-el-dataset-creator

You can create datasets from Wikia/Wikipedia that can be used for entity recognition and Entity Linking. Dumps for ja-wiki and VTuber-wiki are available!

deep-learning entity-linking named-entity-recognition natural-language-processing natural-language-understanding spacy wikipedia

Last synced: 11 Sep 2025

https://github.com/nhynes/onnx-rs

ONNX for Rust

deep-learning onnx rust

Last synced: 23 Mar 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/vitae-transformer/aptv2

The official repo for the extension of [NeurIPS'22] "APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking": https://github.com/pandorgan/APT-36K

animal-pose-estimation benchmark dataset deep-learning few-shot-learning pose-estimation pose-tracking pre-training transfer-learning vision-transformer

Last synced: 11 Apr 2025

https://github.com/mehdishahbazi/dqn-frozenlake-gymnasium

This repo implements Deep Q-Network (DQN) for solving the Frozenlake-v1 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 in both 4x4 and 8x8 map sizes.

deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn drl drl-pytorch frozenlake gym gymnasium python pytorch q-learning reinforcement-learning

Last synced: 12 Apr 2025

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/imetomi/tiny-ann

Neural Network library in C

ann c-language data-science deep-learning deep-neural-networks library machine-learning network neural neural-network

Last synced: 14 Jul 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/hanzopgp/braindataaugmentation

Brain EEG signal data augmentation using synthetic signals generated by a single step diffusion probabilistic model.

data-augmentation deep-learning eeg-signals paper-implementation stable-diffusion university

Last synced: 25 Sep 2025

https://github.com/OmidPoursaeed/Self_supervised_Learning_Point_Clouds

Self-supervised Learning of Point Clouds via Orientation Estimation (3DV 2020)

3d deep-learning point-cloud rotation self-supervised-learning

Last synced: 20 Mar 2025

https://github.com/karenina-na/deep-learning-framework

深度学习脚手架

cnn cv deep-learning deep-neural-networks drl gan gnn machine-learning nlp python pytorch transformer

Last synced: 10 Jul 2025

https://github.com/boschresearch/statestream

A toolbox to explore synchronous layerwise-parallel deep neural networks.

bcai contribution-fork deep-learning

Last synced: 08 May 2025

https://github.com/karoly-hars/gpt2_episode_summary_generator

Utilizing webscraping and state-of-the-art NLP to generate TV show episode summaries.

artifical-intelligense deep-learning gpt2 imdb natural-language-generation natural-language-processing neural-networks nlp pytorch-transformers scrapy torch webscraping wikipedia

Last synced: 09 May 2025

https://github.com/LukasHedegaard/dage

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

deep-learning domain-adaptation graph-embedding paper tensorflow transfer-learning

Last synced: 08 May 2025

https://github.com/sayakpaul/parkinson-s-disease-classifier

Deep learning experiments to design a model to predict Parkinson's diseases with the images of Spiral/Wave test

computer-vision deep-learning fastai resnet-34

Last synced: 07 May 2025

https://github.com/piesposito/transformers-low-code-experiments

Low-code pre-built pipelines for experiments with huggingface/transformers for Data Scientists in a rush.

deep-learning machine-learning nlp pytorch transformer

Last synced: 31 Jul 2025

https://github.com/mayank31398/papers-books-and-blogs

This repository contains the research papers, white papers, thesis etc that I love.

artificial-intelligence deep-learning natural-language-processing quantum-computing reinforcement-learning research-paper thesis whitepapers

Last synced: 27 Jul 2025

https://github.com/sami-badawi/tensorflow-typescript-starter

Starter project for TensorFlow.js in TypeScript for Node.js

deep-learning javascript mnist-classification node-js starter-project tensorflow tensorflow-js typescript

Last synced: 20 Jun 2025

https://github.com/hiyouga/image-segmentation-pytorch

U-Net for image segmentation, PyTorch implementation.

cv deep-learning image-segmentation pytorch unet unet-pytorch

Last synced: 01 Apr 2026

https://github.com/dakshitagrawal/hybridnet

Pytorch Implementation of HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning (https://arxiv.org/abs/1807.11407)

deep-learning pytorch semi-supervised-learning

Last synced: 02 Mar 2026

https://github.com/zhmiao/iterative-human-and-automated-identification-of-wildlife-images

Pytorch implementation for "Iterative Human and Automated Identification of Wildlife Images" (Nature -Machine Intelligence, 2021)

active-learning computer-vision conservation deep-learning ecology humans-in-the-loop lifelong-learning wildlife wildlife-conservation

Last synced: 03 Mar 2026

https://github.com/opentensor/validators

Repository for bittensor validators

ai blockchain cryptocurrency deep-learning machine-learning neural-networks pytorch torch validators wandb

Last synced: 28 Feb 2026

https://github.com/rbln-sw/optimum-rbln

⚡ A seamless integration of HuggingFace Transformers & Diffusers with RBLN SDK for efficient inference on RBLN NPUs.

ai-accelerator atom deep-learning diffusers huggingface inference language-model npu rbln rebel rebellions-ai transformers

Last synced: 22 May 2026

https://github.com/aakashns/deep-learning-workbook

A universal workflow for solving machine learning problems

deep-learning jupyter-notebook keras machine-learning tensorflow

Last synced: 03 Mar 2026

https://github.com/masadcv/econet-monailabel

Official Implementation of ECONet: Efficient Convolutional Online Likelihood Network for Interactive Segmentation

deep-learning medical-imaging segmentation

Last synced: 15 Jul 2025

https://github.com/adityalab/samay

State-of-art Foundational Time-series models

deep-learning foundation-models machine-learning neural-networks pytorch time-series time-series-analysis

Last synced: 04 Apr 2025

https://github.com/wazzabeee/image-video-colorization

Colorize your black and white images and YouTube videos for free. Streamlit application based on CNN deployed on Hugging Face.

automatic-colorization cnn colorization colorize-image computer-vision deep-learning huggingface-spaces image-colorization papers streamlit video-colorization youtube-colorization

Last synced: 28 Oct 2025

https://github.com/kevtimova/deep-sparse

We introduce a way to extend sparse dictionary learning to deep architectures.

deep-learning dictionary-learning sparse-coding

Last synced: 28 Apr 2025

https://github.com/affjljoo3581/deit3-jax

Jax/Flax implementation of DeiT and DeiT-III (ViT)

deep-learning flax image-classification jax machine-learning timm tpu transformer vision vision-transformer

Last synced: 21 Feb 2026

https://github.com/enijkamp/triangle

Reference implementation of divergence triangle https://arxiv.org/abs/1812.10907

computer-vison deep-learning generative-model

Last synced: 30 Apr 2025

https://github.com/uakarsh/tilt-implementation

Implementation of the paper: Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer.

deep-learning document-understanding pytorch-implementation pytorch-lightning transformers

Last synced: 27 Feb 2025

https://github.com/a1302z/hierarchical_visual_localisation

Hierarchical visual localization

computer-vision deep-learning sift visual-localization

Last synced: 23 Apr 2025

https://github.com/mohdsaif-1807/network-intrusion-detection-system-using-machine-learning-and-deep-learning

Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System. The deployed project link is as follows.

classification cybersecurity deep-learning detect-anomalies knn machine-learning mern-stack mongodb network network-intrusion-detection nids nodejs nsl-kdd reactjs rnn-model tensorflow

Last synced: 23 Apr 2025

https://github.com/princeton-nlp/semsup

Semantic Supervision: Enabling Generalization over Output Spaces

deep-learning machine-learning

Last synced: 27 Apr 2025

https://github.com/digantamisra98/library

Paper reading list

abstract-algebra computer-vision continual-learning deep-learning machine-learning neural-networks nonlinear-dynamics optimization theory

Last synced: 06 Jan 2026

https://github.com/faceplugin-ltd/facelivenessdetection-ios

Liveness detection SDK iOS- iBeta level 2 certified 3D passive liveness detection engine which can detect printed photos, video replay, 3D masks, and deepfake threats

biometric-authentication deep-learning deepfake-detection face-anti-spoofing face-anti-spoofing-sdk face-liveness-detection face-recognition fraud-detection fraud-prevention identity-verification liveness-detection liveness-detection-library liveness-detection-sdk machine-learning on-premise