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: 2026-07-07 00:08:39 UTC
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https://github.com/lucko515/cnn-raccoon

Create interactive dashboards for your Convolutional Neural Networks with a single line of code!

convolutional-neural-networks dashboards deep-learning explainable-ml keras pytorch tensorflow visualization-tools

Last synced: 14 Oct 2025

https://github.com/datarobot/pic2vec

Lightweight Image Featurization Made Easy

csv deep-learning feature-engineering feature-extraction image-processing keras open-source python tensorflow

Last synced: 07 Oct 2025

https://github.com/milescranmer/gnn_resource_allocation

Code for our paper on doing resource allocation with graph neural networks

astronomy astrophysics cosmology deep-learning graph-neural-networks inference machine-learning neural-network pytorch resource-allocation

Last synced: 01 May 2025

https://github.com/summmeer/session-based-news-recommendation

source code of paper "Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation", which is accepted at SIGIR 2022.

deep-learning recommender-system session-based-recommendation-system

Last synced: 09 Jul 2025

https://github.com/scikit-learn-contrib/denmune-clustering-algorithm

DenMune a clustering algorithm that can find clusters of arbitrary size, shapes and densities in two-dimensions. Higher dimensions are first reduced to 2-D using the t-sne. The algorithm relies on a single parameter K (the number of nearest neighbors). The results show the superiority of DenMune. Enjoy the simplicty but the power of DenMune.

clustering deep-learning machine-learning python

Last synced: 10 Apr 2025

https://github.com/hktxt/Courses

An AI engineer Prepares / 算法工程师自我修养

assignments course coursera deep-learning machine-learning

Last synced: 26 Mar 2025

https://github.com/kaelzhang/da-rnn-in-tensorflow-2-and-pytorch

A Tensorflow 2 (Keras) implementation of DA-RNN (A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction, arXiv:1704.02971)

attention attention-lstm deep-learning pytorch rnn tensorflow tensorflow2 time-series-prediction

Last synced: 13 Dec 2025

https://github.com/codewithzichao/deepclassifier

DeepClassifier is aimed at building general text classification model library.It's easy and user-friendly to build any text classification task.

deep-learning deepclassifier nlp pytorch text-classification torch

Last synced: 28 Oct 2025

https://github.com/ai4ce/egopat3d

[CVPR 2022] Egocentric Action Target Prediction in 3D

3d-computer-vision computer-vision dataset deep-learning egocentric-vision human-robot-collaboration human-robot-interaction machine-learning multimodal-learning target-prediction wearable-robotics

Last synced: 11 Apr 2025

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

Implementation of Tranception, an attention network, paired with retrieval, that is SOTA for protein fitness prediction

artificial-intelligence attention-mechanism deep-learning protein-fitness-prediction retrieval transformers

Last synced: 30 Apr 2025

https://github.com/interdigitalinc/grasp-net

Source code of "GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression"

compression deep-learning point-cloud pytorch

Last synced: 11 Apr 2025

https://github.com/akapet00/locally-adaptive-activation-functions

Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networks (PINNs) in PyTorch.

adaptive-activation-functions deep-learning paper-implementations physics-informed-neural-networks poisson-equation scientific-computing scientific-machine-learning

Last synced: 05 May 2025

https://github.com/crodriguez1a/inver-synth

A Python implementation of the InverSynth method (Barkan, Tsiris, Koenigstein, Katz)

arxiv convolutional-layers deep-estimation deep-learning inver-synth python synthesizer

Last synced: 30 Apr 2025

https://github.com/redisai/mlflow-redisai

RedisAI integration for MLFlow

deep-learning machine-l mlflow onnx pytorch redisai tensorflow

Last synced: 11 Apr 2025

https://github.com/voxel51/eta

ETA: Extensible Toolkit for Analytics

artificial-intelligence classification computer-vision deep-learning image-processing machine-learning object-detection segmentation video-processing

Last synced: 11 Apr 2025

https://github.com/bemova/deep-compression-compressing-deep-neural-networks-with-pruning-trained-quantization-and-huffman

It is a pytorch implementation of https://arxiv.org/abs/1510.00149 paper.

deep-learning pytorch

Last synced: 06 Mar 2026

https://github.com/jewelltaylor/camlgrad

Toy autograd engine in OCaml with Apple Accelerate backend

autograd deep-learning machine-learning macos neural-network ocaml tensor

Last synced: 10 Apr 2025

https://github.com/vinceecws/segnet_pytorch

PyTorch implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

deep-learning encoder-decoder pytorch segnet-pytorch semantic-segmentation

Last synced: 10 Jul 2025

https://github.com/rasbt/comparing-automatic-augmentation-blog

Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment

ai computer-vision deep-learning pytorch

Last synced: 01 May 2025

https://github.com/alkasaliss/democlassi

DEmoClassi stands for Demographic (age, gender, race) and Emotions (happy, sad, angry, ...) Classification from face images, using deep learning.

age deep-learning emotion-detection gender pytorch pytorch-ignite race

Last synced: 10 Apr 2025

https://github.com/dalmia/quora-question-pairs

The code for our submission in Kaggle's competition Quora Question Pairs which ranked in the top 25%.

deep-learning machine-learning nlp quora-question-pairs tensorflow

Last synced: 10 Apr 2025

https://github.com/prashanthatp/wav2mov

Speech to Facial Animation using GANs

deep-learning deeplearning face-animation facial-animation gan gans generative-adversarial-network generative-adversarial-networks lip-animation pytorch

Last synced: 25 Aug 2025

https://github.com/lgalke/lifelong-learning

Lifelong Learning of Graph Neural Networks for Open-World Node Classification

continual-learning deep-learning evolving-graphs graph-convolutional-networks graph-neural-networks lifelong-learning node-classification pytorch unseen-class-detection

Last synced: 27 Dec 2025

https://github.com/yj-20/auto-subtitle-translate

Automatically generate, translate, and overlay subtitles for any video.

ai ai-subtitle automatic-subtitle deep-learning ffmpeg llama llama2 python subtitle-generator subtitles subtitles-generator translates translator whisper

Last synced: 01 Oct 2025

https://github.com/kyegomez/usm

Implementation of Google's USM speech model in Pytorch

ai artificial-intelligence dall3 deep-learning gpt4 gpt4all machine-learning neural-networks

Last synced: 15 Apr 2025

https://github.com/datacanvasio/hyperkeras

An AutoDL tool for Neural Architecture Search and Hyperparameter Optimization on Tensorflow and Keras

autodl automl cnn deep-learning dnn enas keras nasnet neural-architecture-search tensorflow

Last synced: 14 Apr 2025

https://github.com/coderpat/opengnn

Open source machine learning for graph-structured data

deep-learning graph-neural-networks

Last synced: 07 Mar 2026

https://github.com/dbcollection/dbcollection

A collection of popular datasets for deep learning.

anaconda cross-language cross-platform dataset datasets deep-learning linux lua machine-learning macos matlab pypi python torch7 windows

Last synced: 12 Oct 2025

https://github.com/aakashns/servefastai

Serve FastAI models and get a web-based UI with a single line of code

deep-learning fastai

Last synced: 01 Apr 2025

https://github.com/himanchalchandra/object-detection-with-voice-feedback-yolo-v3-and-gtts

Convert the predicted annotated text into voice responses

cocodataset deep-learning gtts-api opencv-python python yolov3

Last synced: 30 Jul 2025

https://github.com/devpranoy/video_coloriser

Pytorch Convolutional Neural Net and GAN based video coloriser that converts black and white video to colorised video.

black colab colab-notebook colorization deep-learning neural-network pytohn pytorch video white

Last synced: 14 May 2025

https://github.com/justinchuby/model-explorer-onnx

Visualize ONNX models with model-explorer

deep-learning onnx visualization

Last synced: 12 Jan 2026

https://github.com/isaaccorley/mlp-mixer-pytorch

PyTorch implementation of "MLP-Mixer: An all-MLP Architecture for Vision" Tolstikhin et al. (2021)

artificial-intelligence computer-vision deep-learning neural-networks

Last synced: 26 Feb 2026

https://github.com/safreita1/malnet-graph

A large-scale database for graph representation learning

artificial-intelligence data-mining data-science deep-learning embedded geometric-deep-learning graph graph-algorithms graph-classification graph-embedding machine-learning neural-networks representation-learning

Last synced: 01 Feb 2026

https://github.com/maxent-ai/lda2vec

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

chainer deep-learning embeddings lda nlp python3 sklearn text text-mining topic-modeling word-embeddings word2vec

Last synced: 07 Oct 2025

https://github.com/orobix/quadra

Quadra: Effortless and reproducible deep learning workflows with configuration files.

anomaly-detection computer-vision deep-learning hydra lightning-ai pytorch pytorch-lightning segmentation-models

Last synced: 06 Feb 2026

https://github.com/matlab-deep-learning/rl-agent-based-traffic-control

Develop agent-based traffic management system by model-free reinforcement learning

deep-learning matlab matlab-deep-learning reinforcement-learning traffic-control traffic-management

Last synced: 07 May 2025

https://github.com/edgarriba/ali-pytorch

Adversarially Learned Inference in Pytorch

deep-learning generative-model

Last synced: 27 Feb 2026

https://github.com/renovamen/flint

A toy deep learning framework implemented in pure Numpy from scratch. Aka homemade PyTorch lol.

autodiff autodifferentiation autograd deep-learning neural-network numpy

Last synced: 24 Apr 2025

https://github.com/deep-diver/cifar10-vgg19-tensorflow

cifar-10 deep-learning tensorflow tensornets transfer-learning vgg19

Last synced: 05 May 2025

https://github.com/fuzzylabs/vertex-edge

A tool for training models to Vertex on Google Cloud Platform.

ai deep-learning gcp google-cloud-platform machine-learning ml-infrastructure mlops vertex-edge

Last synced: 17 Mar 2026

https://github.com/ehristoforu/fluentlydiffusion

Modern Stable Diffusion models family - Fluently

ai ckpt deep-learning diffusers fine-tuning fluently fluently-xl img2img ml models safetensors sdxl stable-diffusion training txt2img

Last synced: 10 Jul 2025

https://github.com/galliot-us/models

Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.

coral-tpu deep-learning deep-neural-networks edge-ai edge-computing edgetpu jetson-nano

Last synced: 07 Apr 2025

https://github.com/marcometer/unity-ml-environments

This repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.

deep-learning reinforcement-learning unity unity3d

Last synced: 23 Mar 2025

https://github.com/elisim/piven

Official implementation of the paper "PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction" by Eli Simhayev, Gilad Katz and Lior Rokach.

deep-learning prediction-intervals regression tensorflow uncertainty-estimation

Last synced: 13 Jul 2025

https://github.com/zeakey/ldlforests

Label Distribution Learning Forest

academic-project deep-learning

Last synced: 25 Mar 2025

https://github.com/simranjeet97/75dayhard_genai_llm_challenge

This repository contain my 75Day Hard Generative AI and LLM Learning Challenge.

75hardchallenge data-science deep-learning genai-course generative-ai google-bert huggingface large-language-models llm-course machine-learning neural-networks openai python transformers-models

Last synced: 11 Apr 2025

https://github.com/sraashis/easytorch

EasyTorch is a research-oriented pytorch prototyping framework with a straightforward learning curve. It is highly robust and contains almost everything needed to perform any state-of-the-art experiments.

convolutional-neural-networks deep-learning deep-learning-example deep-learning-for-computer-vision fast-pytorch-training fundus-image-analysis getting-started-with-pytorch k-fold-cross-validation pytorch pytorch-for-medical-images pytorch-google-colab roc-auc transfer-learning

Last synced: 09 Apr 2025

https://github.com/dlr-rm/curvature

Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.

bayesian-deep-learning bayesian-inference bayesian-optimization deep-learning laplace-approximation pytorch robotics

Last synced: 06 Oct 2025

https://github.com/zhenye-na/computer-vision-uiuc

🖼️ CS543 / ECE549: Computer Vision in Spring 2018, University of Illinois at Urbana-Champaign

computer-vision deep-learning

Last synced: 28 Feb 2025

https://github.com/lucidrains/triangle-multiplicative-module

Implementation of the Triangle Multiplicative module, used in Alphafold2 as an efficient way to mix rows or columns of a 2d feature map, as a standalone package for Pytorch

artificial-intelligence deep-learning protein-folding

Last synced: 05 Jul 2025

https://github.com/mseitzer/csmri-refinement

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

compressed-sensing deep-learning gan generative-adversarial-networks mri-reconstruction perceptual-quality

Last synced: 30 Jun 2025

https://github.com/minyus/optkeras

OptKeras: wrapper around Keras and Optuna for hyperparameter optimization

deep deep-learning hyperparameter-optimization hyperparameters keras neural-network optuna

Last synced: 01 Oct 2025

https://github.com/mdfirman/citynet

A neural network classifier for urban soundscapes

audio-classification biodiversity deep-learning ecoacoustics ecology london neural-network soundscapes urban-ecology

Last synced: 14 Jul 2025

https://github.com/adamwespiser/deep-learning-koans

A series of educational Deep Learning Koans, using Julia and Flux.jl

deep-learning education flux ijulia julia koans literate-programming notebooks

Last synced: 21 Jul 2025

https://github.com/czhang99/SynonymNet

Entity Synonym Discovery via Multipiece Bilateral Context Matching (IJCAI'20) https://arxiv.org/abs/1901.00056

deep-learning ijcai2020 synonym-detection synonym-discovery synonym-matching

Last synced: 09 May 2025

https://github.com/vlomonaco/ar1-pytorch

AR1* with Latent Replay, implemented in PyTorch

computer-vision continual-learning continualai core50 deep-learning incremental-learning lifelong-learning pytorch

Last synced: 14 Apr 2025

https://github.com/pooya-mohammadi/face-detection-flask-nginx-gunicorn-docker

This is a minimal implementation of face-detection models using flask, gunicorn, nginx, docker, and docker-compose

api api-rest api-restful deep-learning docker docker-compose face-detection face-detector flask gunicorn mtcnn nginx opencv python pytorch tensorflow web-service

Last synced: 11 Apr 2025

https://github.com/bayer-science-for-a-better-life/phc-gnn

Implementation of the Paper: "Parameterized Hypercomplex Graph Neural Networks for Graph Classification" by Tuan Le, Marco Bertolini, Frank Noé and Djork-Arné Clevert

deep-learning graph-classification graph-neural-networks graph-representation-learning hypercomplex neural-message-passing quaternion

Last synced: 07 Apr 2026

https://github.com/dref360/keras-transform

Library for data augmentation

data-augmentation deep-learning keras

Last synced: 09 Mar 2026

https://github.com/matlab-deep-learning/covid19-face-mask-detection-using-deep-learning

The entire workflow of developing deep learning model for detecting face mask.

covid19 deep-learning example matlab matlab-deep-learning ssd yolov2

Last synced: 07 May 2025

https://github.com/oneoffcoder/docker-containers

A collection of pedantic docker containers.

deep-learning docker-containers docker-images jupyter nlp object-detection python raspberry-pi yolo

Last synced: 07 Oct 2025

https://github.com/gitycc/tensorflow_tutorial

Step by step, Let you learn how to use tensorflow in practical.

deep-learning machine-learning neurel-network tensorflow

Last synced: 03 Jul 2025

https://github.com/deepraj1729/yplate

License Plate Detection library powered by YOLO v3 and OpenCV with Command Line Interface

computer-vision deep-learning detect-plates machine-learning neural-networks number-plate-recognition numpy opencv tensorflow yolov3

Last synced: 01 May 2025

https://github.com/hxwork/finet_pytorch

[AAAI 2022] FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration, Pytorch implementation.

3d-point-cloud-registration deep-learning pytorch

Last synced: 13 Apr 2025

https://github.com/songyouwei/fiction_generator

Fiction generator with Tensorflow. 模仿王小波的风格的小说生成器

deep-learning keras lstm nlp seq2seq tensorflow text-generation

Last synced: 29 Apr 2025

https://github.com/seungjaeryanlee/implementations-nfq

Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method

deep-learning deep-reinforcement-learning machine-learning paper python reinforcement-learning

Last synced: 06 Oct 2025

https://github.com/sinanuozdemir/oreilly-ai-pipelines

Designing and Deploying LLM Pipelines

data-science deep-learning machine-learning mlops natural-language-processing nlp python transformers

Last synced: 24 Apr 2025

https://github.com/aradfarahani/remote-sensing

And this Repository made the Journey of FEZtool.com

deep-learning geology machine-learning remote-sensing

Last synced: 07 Apr 2025

https://github.com/Mattral/KANX

One library, four surfaces. Production-grade Kolmogorov-Arnold Networks || TensorFlow + PyTorch + ONNX. || A small KAN beats a 10× larger MLP on smooth, separable target. One library. Two backends. Real ONNX export. Docker + Kubernetes ready.

deep-learning gpu-acceleration interpretability kan kolmogorov-arnold-networks machine-learning neural-networks onnx production-ml symbolic-regression tensorflow

Last synced: 22 Jun 2026

https://github.com/tangkk/pyace

pyace: A python implementation of automatic chord estimation (ACE) from audio

chords deep-learning music music-information-retrieval

Last synced: 12 Feb 2026

https://github.com/sayakpaul/training-batchnorm-and-only-batchnorm

Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

batch-normalization deep-learning keras tensorflow2

Last synced: 05 May 2025

https://github.com/aiff22/ai-challenge

A code for converting and testing Tensorflow models for AI Challenge

ai-challenges computer-vision deep-learning image-enhancement image-processing machine-learning super-resolution

Last synced: 18 Jul 2025

https://github.com/minguinho26/prefix_aac_icassp2023

Official Implementation of "Prefix tuning for Automated Audio Captioning(ICASSP 2023)"

audio-captioning deep-learning icassp2023 pytorch-implementation

Last synced: 12 Apr 2025

https://github.com/tum-traffic-dataset/tum-traffic-dataset-dev-kit

TUM Traffic Dataset Development Kit

3d-object-detection 3d-vision autonomous-driving benchmark camera dataset deep-learning dev-kit image lidar machine-learning munich perception point-cloud traffic tum

Last synced: 20 Mar 2025

https://github.com/james4388/noahcar

Autonomous Remote Controlled (toy) car using deep learning. Raspberry Pi, PiCar, Python

asyncio deep-learning python raspberry-pi self-driving-car tensorflow

Last synced: 25 Jan 2026

https://github.com/haleshot/deep-ml

A platform for deep learning challenges and AI education. Deep-ML is a website dedicated to making deep learning challenges accessible and engaging. It offers a variety of AI-related problems for learners at different skill levels.

algorithms artificial-intelligence deep-learning deep-learning-algorithms deep-neural-networks linear-algebra linear-regression machine-learning machine-learning-algorithms

Last synced: 09 Mar 2026

https://github.com/keon/deep-nlp

[In-Progress] Mini implementations of deep learning algorithms for natural language processing in PyTorch

deep-learning natural-language-processing

Last synced: 09 Apr 2025

https://github.com/rohan-paul/awesome-machine-learning-datascience_resources

Curated Collection of Online and Free Resources for serious learning of Machine Learning and Data Science.

artificial-intelligence data-science deep-learning deeplearning machine-learning mathematics

Last synced: 03 Jul 2025

https://github.com/fk128/sarcopenia-ai

Code for paper Kanavati, F. et al. (2020). Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment. arXiv preprint arXiv:2006.06432.

ct-slice-detection deep-learning medical-image-analysis muscle-estimation sarcopenia-assessment

Last synced: 18 Aug 2025

https://github.com/jetbrains-research/pubtrends-review

Automatic generation of reviews of scientific papers

deep-learning extractive-summarization natural-language-processing pubmed

Last synced: 07 Oct 2025

https://github.com/deeppavlov/deep-rl-seminars

Materials for Deep RL seminars.

deep-learning reinforcement-learning

Last synced: 22 Apr 2025

https://github.com/zeyadusf/llms-from-scratch

Build a Large Language Model (From Scratch) book and Finetuned Models

advanced-neural-network attention-mechanism bert book classification coding deberta deep-learning fine-tuning flan-t5 from-scratch gpt2 llm llms-book nlp pretrained-models roberta summarization transformer

Last synced: 28 Apr 2025

https://github.com/grananqvist/nalu-tf

Tensorflow implementation of Neural Arithmetic Logic Unit, Trask et al.

deep-learning deepmind machine-learning nalu trask

Last synced: 31 Jul 2025

https://github.com/norse/notebooks

Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.

computational-neuroscience deep-learning pytorch

Last synced: 11 Jun 2025

https://github.com/nachifur/llpc

Frontiers in Neuroinformatics 2022: Local Label Point Correction for Edge Detection of Overlapping Cervical Cells

data-centric-ai dataset deep-learning edge-detection label-correction overlapping-cell point-correction segmantation segmentation

Last synced: 16 Mar 2025

https://github.com/timmh/neural-supersampling

Unofficial re-implementation of a neural supersampling model for real-time rendering

blender computer-graphics deep-learning super-resolution supersampling

Last synced: 05 Feb 2026

https://github.com/dlr-mi/atme

Official pytorch implementation of ATME [CVPR 2023 GMCV]

deep-learning diffusion-models gan image-translation pix2pix

Last synced: 10 Oct 2025

https://github.com/dafanghe/Tensorflow_SceneText_Oriented_Box_Predictor

This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.

deep-learning faster-rcnn scene-text scene-text-detection ssd tensorflow

Last synced: 02 Apr 2025

https://github.com/zhiyuanchen/chanfig

Easier Configuration

config deep-learning dict python yaml

Last synced: 11 Feb 2026

https://github.com/farshidnooshi/tensorflow-notebooks

A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems

cnn-keras deep-learning keras lstm machine-learning neural-network nlp-machine-learning rnn rnn-tensorflow tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/andersy005/keras-faster-rcnn

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

convolutional-neural-networks deep-learning faster-rcnn keras object-classification object-detection region-proposals

Last synced: 14 Oct 2025

https://github.com/histocleanqub/histoclean

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.

convolutional-neural-networks deep-learning gui gui-application image-analysis image-augmentation image-augmentation-preprocessing image-processing images