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: 2026-07-06 00:07:59 UTC
- JSON Representation
https://github.com/sunsided/vae-style-transfer
An experiment in VAE-based artistic style transfer by embedding fiddling.
artificial-intelligence autoencoder cadl deep-learning experiment generative-adversarial-network generative-art image-processing kadenze neural-network online-course tensorflow vae vaegan variational-inference
Last synced: 24 Oct 2025
https://github.com/by256/icsg3d
3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)
cheminformatics computational-chemistry computational-physics crystallography deep-learning representation-learning
Last synced: 30 Dec 2025
https://github.com/tlatkowski/deep-learning-gene-expression
Deep learning methods for feature selection in gene expression autism data.
annotated-genes autism autism-data data-mining deep-learning feature-detection feature-extraction feature-selection features-extraction fisher-score gene-annotation gene-expression gene-expression-profiles google-colab microarray-data ncbi-database neural-network numpy python3 ttest
Last synced: 30 Apr 2025
https://github.com/blackbird71sr/rgbd-object-detection
3D Object Detection (iHack IIT Bombay) - Deep Learning based real-Time solution using YOLO and Fast RCNN
deep-learning depth-images detection keras object-detection python rcnn rgbd yolov3
Last synced: 29 Apr 2025
https://github.com/tirthajyoti/tensorflow_basics
Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.
classification colab-notebook colaboratory convolutional-neural-networks deep-learning google-cloud-platform keras keras-tensorflow machine-learning mnist neural-network recurrent-neural-networks regression tensorflow time-series
Last synced: 30 Apr 2025
https://github.com/eurus-holmes/cmu11-785
:dizzy: 11-785 Introduction to Deep Learning Fall 2018
Last synced: 02 May 2025
https://github.com/progamergov/neural-tile
A better tiling script for Neural-Style
artificial-intelligence artistic artwork deep-learning drift imagemagick learning machine multires network neural neural-network neural-style style style-scale style-transfer tile tiling-scripts transfer
Last synced: 04 Jul 2025
https://github.com/kinwaicheuk/reconvat
ReconVAT: a semi-supervised automatic music transcription (AMT) model
automatic-music-transcription deep-learning music pytorch semi-supervised-learning
Last synced: 30 Apr 2025
https://github.com/diningphil/CGMM
Official Repository of "Contextual Graph Markov Model" (ICML 2018 - JMLR 2020)
deep-learning graphs machine-learning probabilistic-graphical-models unsupervised-learning
Last synced: 27 Mar 2025
https://github.com/yura52/delu
Deep Learning Utilities for PyTorch users (old name: Zero)
ai artificial-intelligence deep-learning machine-learning neural-networks python pytorch
Last synced: 09 Apr 2025
https://github.com/cambridge-iccs/fortran-tf-lib
A library for directly calling TensorFlow / Keras ML models from Fortran.
deep-learning fortran interoperability keras machine-learning tensorflow
Last synced: 26 Jun 2026
https://github.com/ahmedbesbes/whales-classification
My solution to the Global Data Science Challenge
albumentations arcface-loss convolutional-neural-networks deep-learning densenet embeddings kaggle-competitions margin-loss meta-embeddings metric-learning pytorch resnet similarity-search triplet-loss
Last synced: 25 Feb 2026
https://github.com/catalyst-team/classification
Catalyst.Classification
augmentation catalyst classification classification-pipeline deep-learning docker focal-loss image-classification image-processing machine-learning pipeline python pytorch reproducibility
Last synced: 04 Apr 2025
https://github.com/hugochan/GraphFlow
Code & data accompanying the IJCAI 2020 paper "GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension"
conversational-ai deep-learning graph-neural-networks machine-comprehension pytorch
Last synced: 19 Jul 2025
https://github.com/tomorrowisanotherday/tensorgo
Using the tensorgo API for TensorFlow Async Model Parallel
asynchronous deep-learning parallel tensorflow
Last synced: 13 Apr 2025
https://github.com/eidoslab/simplify
Simplification of pruned models for accelerated inference | SoftwareX https://doi.org/10.1016/j.softx.2021.100907
deep-learning optimization pruning
Last synced: 24 Jun 2025
https://github.com/tipani86/starchild
A Chatbot Game for Autistic Children 一款为孤独症孩子设计的聊天机器人游戏
asd autism chatbot computer-vision cv deep-learning game salient-object-detection
Last synced: 01 Aug 2025
https://github.com/vzhong/chainer2pytorch
Converts Chainer modules to PyTorch, parameters included.
Last synced: 12 Apr 2025
https://github.com/lamda-rl/odis
The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".
deep-learning machine-learning multi-agent-reinforcement-learning pytorch reinforcement-learning
Last synced: 14 Oct 2025
https://github.com/pipidog/keras_to_tensorflow
A tutorial on converting your keras models to tensorflow .pb format for inference
convert deep-learning keras tensorflow tutorial
Last synced: 16 Jan 2026
https://github.com/ahmedfgad/kerasga
Training Keras Models by the Genetic Algorithm using PyGAD
convolutional-neural-networks deep-learning genetic-algorithm keras keras-tensorflow machine-learning neural-network numpy pygad python python3
Last synced: 23 Apr 2025
https://github.com/yandex-research/tabpfn-finetuning
On Finetuning Tabular Foundation Models Paper Code
deep-learning foundation-models tabpfn tabular tabular-ml
Last synced: 11 Apr 2026
https://github.com/waltersimoncini/fungivision
Library implementation of "No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations"
computer-vision deep-learning retrieval self-supervised-learning
Last synced: 04 Sep 2025
https://github.com/sar-gupta/neural-network-from-scratch
Implementation of a neural network from scratch in python.
deep-learning hacktoberfest machine-learning mnist neural-network python python3
Last synced: 23 Feb 2026
https://github.com/teelinsan/kerasdropconnect
An implementation of DropConnect Layer in Keras
connect deep-learning drop dropconnect keras keras-implementations keras-neural-networks machine-learning regularization
Last synced: 13 Aug 2025
https://github.com/lucidrains/scaling-vin-pytorch
Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group
artificial-intelligence deep-learning planning value-iteration-networks
Last synced: 30 Jun 2025
https://github.com/genn-team/ml_genn
A library for deep learning with Spiking Neural Networks (SNN).
deep-learning genn machine-learning spiking-neural-networks
Last synced: 20 Jan 2026
https://github.com/guanfuchen/cnn_np
使用numpy构建cnn复习深度学习知识
convolution deep-learning numpy
Last synced: 18 Nov 2025
https://github.com/mlr-org/mlr3keras
Deep learning for mlr3
deep-learning keras learners mlr3 r r-package tensorflow
Last synced: 16 Mar 2026
https://github.com/aome510/mask-classifier
Detecting/classifying masked faces in real-time
deep-learning keras machine-learing python
Last synced: 14 Apr 2025
https://github.com/corochann/chainer-pointnet
Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework
chainer classification cupy deep-learning deep-neural-networks pointnet segmentation
Last synced: 14 Apr 2025
https://github.com/hitlic/deepepochs
Pytorch模型训练工具
deep-learning pytorch training training-tools
Last synced: 25 Sep 2025
https://github.com/mzguntalan/zephyr
Zephyr is a declarative neural network library on top of JAX allowing for easy and fast neural network designing, creation, and manipulation
deep-learning deep-neural-networks jax machine-learning neural-network
Last synced: 09 May 2025
https://github.com/tuvovan/rfdnet-imagesuperresolution
Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution
computational-imaging computer-vision convolutional-neural-networks deep-learning image-enhancement image-super-resolution keras tensorflow tensorflow2
Last synced: 20 Aug 2025
https://github.com/lucidrains/ittr-pytorch
Implementation of the Hybrid Perception Block and Dual-Pruned Self-Attention block from the ITTR paper for Image to Image Translation using Transformers
artificial-intelligence attention-mechanism deep-learning image-to-image-translation
Last synced: 30 Apr 2025
https://github.com/vndee/offline-crohme
Converting CROHME dataset for Online-handwritting recognition to Offline-handwritting recognition.
crohme dataset deep-learning handwriting-recognition
Last synced: 12 May 2025
https://github.com/clearml/clearml-pycharm-plugin
ClearML PyCharm Plugin
clearml deep-learning pycharm pycharm-plugin remote-debug version-control versioning
Last synced: 21 Sep 2025
https://github.com/pooya-mohammadi/advanceddeeplearning
Advanced Deep Learning
cnn deep-learning keras lstm reinforcement-learning tensorflow
Last synced: 11 Apr 2025
https://github.com/ai4os/DEEPaaS
A REST API to serve machine learning and deep learning models
aiohttp artificial-intelligence data-science deep-hybrid-datacloud deep-learning deepaas-api h2020 http machine-learning machinelearning neural-network neural-networks rest-api restful-api
Last synced: 13 Jul 2025
https://github.com/hiyouga/amp-regularizer
Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021
computer-vision cvpr cvpr2021 deep-learning deep-learning-algorithms image-classification machine-learning neural-network regularization regularizing-neural-networks
Last synced: 11 Sep 2025
https://github.com/lkytal/pepnet
The state of the art Deep CNN neural network for de novo sequencing of tandem mass spectra
convolutional-neural-networks deep-learning mass-spectrometry
Last synced: 18 Jun 2025
https://github.com/marco-c/autowebcompat
Automatically detect web compatibility issues
deep-learning machine-learning neural-networks
Last synced: 14 Mar 2026
https://github.com/alexeyev/keras-generating-sentences-from-a-continuous-space
Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349
deep-learning deeplearning keras keras-implementations nlp text-generation vae variational-autoencoder
Last synced: 26 Apr 2025
https://github.com/ivan-bilan/nlp-and-data-science-spotlights
Regular spotlights of underrated NLP and Data Science GitHub repositories
data-science deep-learning natural-language-processing nlp spotlight
Last synced: 12 Feb 2026
https://github.com/kaiyuangao/awesome-deeplearning-nlp-papers
A curated list of Deep learning and NLP must read papers
deep-learning dialogue-systems entity-linking machine-reading-comprehension machine-translation named-entity-recognition nlp papers question-answering relation-extraction sentiment-analysis text-classification text-summarization
Last synced: 03 Mar 2026
https://github.com/qengineering/face-recognition-with-mask-jetson-nano
Recognize 2000+ faces on your Jetson Nano with additional mask detection, auto-fill and anti-spoofing
anti-spoofing arcface deep-learning face-detection face-mask-detection face-recognition jetson-nano mask-detection mtcnn ncnn paddle-lite retinaface
Last synced: 09 Oct 2025
https://github.com/the-pinbo/crop-prediction
Developed a machine learning-based crop prediction model to assist farmers in making informed decisions about crop selection, planting, and harvesting.Integrated weather and geolocation APIs along with a web page for simplified user experience.
crop-prediction crop-recommendation deep-learning fast-api ml pytorch tri-nit
Last synced: 15 Mar 2026
https://github.com/matamalaortiz/pong-ml
Machine Learning Pong Game in The Browser
deep-learning javascript machine-learning p5ml
Last synced: 19 Sep 2025
https://github.com/lucidrains/remixer-pytorch
Implementation of the Remixer Block from the Remixer paper, in Pytorch
artificial-intelligence deep-learning transformers
Last synced: 30 Apr 2025
https://github.com/tonysy/deep-feature-flow-segmentation
Deep Feature Flow for Video Semantic Segmentation
artificial-intelligence deep-learning mxnet sematic-segmentation video
Last synced: 04 Oct 2025
https://github.com/orthoseg/orthoseg
OrthoSeg makes it easy to train neural networks to segment orthophotos.
aerial-imagery convolutional-neural-networks deep-learning drone geoai image-classification image-segmentation keras-tensorflow machine-learning neural-network python remote-sensing satellite-imagery segment-orthophotos segmentation tensorflow wms
Last synced: 31 Aug 2025
https://github.com/truongnv-hut/aicandy_ssd300_objectdetection_urentmnt
SSD300 for Object Detection
aicandy artificial-intelligence computer-vision deep-learning machine-learning object-detection ssd300
Last synced: 26 Sep 2025
https://github.com/fetchai/colearn
Colearn is a collection of protocols for running multi-stakeholder machine learning that preserve data privacy
blockchain deep-learning machine-learning priv python
Last synced: 10 Mar 2026
https://github.com/harshcasper/helpinghand
Leveraging Intelligent Processing Tools and Algorithms to help the Visually Impaired see and navigate 💥✨
blind-people data-modeling deep-learning flutter flutter-apps helpinghand mobile-app
Last synced: 23 Mar 2025
https://github.com/aquaskyline/skyhawk
An Artificial Neural Network-based discriminator for validating clinically significant genomic variants
bioinformatics computational-biology deep-learning precision-medicine
Last synced: 21 Mar 2025
https://github.com/Lingkai-Kong/Calibrated-BERT-Fine-Tuning
Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data
bert calibration deep-learning language-model nlp nlp-machine-learning ood-detection open-world-classification robustness text-classification uncertainty-estimation uncertainty-quantification
Last synced: 06 May 2025
https://github.com/cuge1995/mesh-attack
our code for paper '3D Adversarial Attacks Beyond Point Cloud ', Information Sciences, 2023
adversarial-attacks deep-learning mesh point-cloud
Last synced: 05 May 2025
https://github.com/guaishou74851/casnet
(TIP 2022) Content-aware Scalable Deep Compressed Sensing [PyTorch]
compressed-sensing computer-vision deep-learning deep-unfolding image-processing image-restoration optimization scalability
Last synced: 20 Mar 2025
https://github.com/altschulerwu-lab/muse
MUSE is a deep learning approach characterizing tissue composition through combined analysis of morphologies and transcriptional states for spatially resolved transcriptomics data.
clustering data-integration deep-learning multi-modal-analysis single-cell-ananlysis spatial-transcriptomics tensorflow
Last synced: 14 Dec 2025
https://github.com/rainmaker712/nlp_ryan
Study for Natural Language Processing & Deep Learning Framework
chatbot deep-learning machine-comprehension machine-learning nlp python pytorch scala spark tensorflow
Last synced: 05 May 2025
https://github.com/iitzco/tfserve
Serve TF models simple and easy as an HTTP API
artificial-intelligence deep-learning http-api http-server neural-network tensorflow tensorflow-models tensorflow-serving
Last synced: 10 Apr 2025
https://github.com/patwie/tf_zmq
TensorFlow operation for reading data from sockets (lightweight c++)
cpp11 data-reader deep-learning tensorflow tensorflow-op tensorflow-operation tensorflow-ops
Last synced: 30 Apr 2025
https://github.com/mmourafiq/philo2vec
An implementation of word2vec applied to [stanford philosophy encyclopedia](http://plato.stanford.edu/)
crawled-data deep-learning embeddings negative-samples philosophy-encyclopedia skips tensorflow vector-representations word2vec
Last synced: 10 Apr 2025
https://github.com/rickiepark/ml-powered-applications
<머신러닝 파워드 애플리케이션>의 코드 저장소입니다. 원서 깃허브는 https://github.com/hundredblocks/ml-powered-applications 입니다.
deep-learning machine-learning
Last synced: 10 Apr 2025
https://github.com/cloud-cv/vilbert-multi-task
:eyes: :speaking_head: :memo:12-in-1: Multi-Task Vision and Language Representation Learning Web Demo
channels cnn deep-learning javascript machine-learning postgresql python3 rabbitmq redis visual-question-answering web-sockets
Last synced: 07 May 2025
https://github.com/neuronflow/blob_loss
blob loss example implementation
computer-vision deep-learning instance-imabalance semantic-segmentation
Last synced: 18 Jan 2026
https://github.com/zalandoresearch/first_order_gan
Create images and texts with the First Order Generative Adversarial Networks arxiv.org/abs/1802.04591
deep-learning generative-adversarial-network generative-adversarial-networks unsupervised-learning
Last synced: 24 Apr 2025
https://github.com/devamoghs/keras-style-transfer
An implementation of "A Neural Algorithm of Artistic Style" in Keras
deep-learning neural-networks neural-style neural-style-transfer style-transfer
Last synced: 30 Apr 2025
https://github.com/clarifai/clarifai-python
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
artifical-intelligence clarifai clarifai-python computer-vision deep-learning image-classification language-models llm machine-learning natural-language-processing object-detection pretrained-models python rag retrieval-augmented-generation text-classification text-generation text-summarization visual-search
Last synced: 11 Mar 2026
https://github.com/fdalvi/cat-detector
Deep Learning for detecting cats in the wild!
convolutional-neural-networks deep-learning object-detection tensorflow
Last synced: 27 Oct 2025
https://github.com/lusinlu/bias-loss-skipblocknet
[ICCV 2021]Code for the the bias loss and evaluation of SkipblockNet model on ImageNet validation set
deep-learning loss-functions machine-learning mobile-networks mobilenet objective-functions pytorch pytorch-implementation
Last synced: 14 Apr 2025
https://github.com/kevinliao159/quora
Kaggle: Quora Insincere Questions Classification - detect toxic content to improve online conversations
deep-learning kaggle machine-learning natural-language-processing neural-networks toxic-comment-classification
Last synced: 07 Mar 2026
https://github.com/bhklab/med-imagetools
Transparent and reproducible medical image processing pipelines in Python.
deep-learning dicom machine-learning medical nifti nrrd python pytorch torch
Last synced: 06 Apr 2025
https://github.com/sshuair/dl-docker-geospatial
Deep learning docker files and docker images for geospatial anaysis.
deep-learning docker geo machine-learning satellite
Last synced: 07 Apr 2026
https://github.com/hyperparticle/lemmatag
A neural network that jointly part-of-speech tags and lemmatizes sentences, boosting accuracy for morphologically-rich languages (Czech, Arabic, etc.)
deep-learning lemmatization machine-learning natural-language-processing neural-network nlp pos-tagging tensorflow
Last synced: 11 Apr 2025
https://github.com/sea-snell/calm-dialogue
Official code for the paper "Context-Aware Language Modeling for Goal-Oriented Dialogue Systems"
deep-learning language-model nlp python pytorch reinforcement-learning
Last synced: 02 Oct 2025
https://github.com/lixilinx/psgd_tf
Tensorflow implementation of preconditioned stochastic gradient descent
affine-group deep-learning hessian-vector-product lie-groups low-rank-approximation optimization-algorithms preconditioner second-order-optimization stochastic-gradient-descent tensorflow
Last synced: 22 Jul 2025
https://github.com/sintefneodroid/droid
Package for rapid prototyping of reinforcement learning environments 🚀
agent blazing deep-learning droid fast hacktoberfest learning-agents machine-learning ml motor neo neodroid neural-network prototyping reinforcement-learning rl segment-images simulation unity
Last synced: 12 Apr 2025
https://github.com/pwb97/deepfake-detection
Learning a Deep Dual-level Network for Robust DeepFake Detection
auc-loss capsulenet dctnet deep-learning deepfake-detection facexray fwa mesonet pytorch tensorflow transformer vit xception
Last synced: 13 May 2025
https://github.com/ariefrahmansyah/face-mask-detection
Real-time Face Mask Detection using TensorFlow and Keras.
deep-learning face-mask-detection keras opencv tensorflow tensorflowjs
Last synced: 14 Apr 2025
https://github.com/unixpickle/anynet
Framework for artificial neural networks
deep-learning machine-learning
Last synced: 02 May 2025
https://github.com/prudhvignv/speech-emotion-recognization
Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures
cnn deep-learning deep-neural-networks ipynb machine-learning-algorithms mlp ravdass speech-emotion-detection svm
Last synced: 23 Jul 2025
https://github.com/berkeleybop/artificial-intelligence-ontology
An ontology modeling classes and relationships describing deep learning networks, their component layers and activation functions, machine learning methods, as well as AI/ML potential biases.
artificial-intelligence deep-learning ontology vocabulary
Last synced: 10 Mar 2026
https://github.com/bramtoula/vdna
Pytorch implementation of Visual DNA, an approach to represent and compare images.
computer-vision dataset-comparison dataset-representation deep-learning fid frechet-inception-distance image-comparison image-representation pytorch vdna visual-dna
Last synced: 12 Apr 2025
https://github.com/ise-uiuc/deeprel
Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)
deep-learning fuzzing pytorch tensorflow
Last synced: 16 May 2025
https://github.com/dhbrojas/gopilot
Gopilot 🤖 is a (tiny) Large Language Model, trained on Go code, on a research budget
code-generation deep-learning golang llm natural-language-processing transformers
Last synced: 23 Mar 2025
https://github.com/dohlee/chromoformer
The official code implementation for Chromoformer in PyTorch. (Lee et al., Nature Communications. 2022)
artificial-intelligence bioinformatics deep-learning epigenomics gene-expression genomics histone-modifications transcriptomics transformer
Last synced: 29 Apr 2025
https://github.com/cai4cai/torchsparsegradutils
A collection of utility functions to work with PyTorch sparse tensors
deep-learning pytorch sparse-ditributions sparse-linear-systems sparse-matrix
Last synced: 01 Mar 2026
https://github.com/pair-code/font-explorer
Font latent space explorer using tensorflow.js
deep-learning tensorflow visualization
Last synced: 28 Jul 2025
https://github.com/volkamerlab/maxsmi
maxsmi: a guide to SMILES augmentation. Find the optimal SMILES augmentation for accurate molecular prediction.
cheminformatics data-augmentation deep-learning
Last synced: 19 Feb 2026
https://github.com/podgorskiy/stylegancpp
Unofficial implementation of StyleGAN's generator
cpp deep-learning gan generative-adversarial-network stylegan
Last synced: 17 Jul 2025
https://github.com/fulyankin/deep_learning_tf
deep learning with tensorflow (russian)
Last synced: 07 Jul 2025
https://github.com/joshuacwnewton/onnx-to-tflite
Converting the ONNX model representation to the TensorFlow Lite representation.
deep-learning machine-learning matlab neural-network onnx onnx-tf tensorflow tensorflow-examples tensorflow-lite tensorflow-tutorials tflite
Last synced: 14 Mar 2026
https://github.com/prathimacode-hub/PyAlgo-Tree
👍This project aims to be a finest hub of various data structures and algorithms using python. Feel free to contribute and show your support by ✨ this repository.
arithmetic backtracking-algorithm bit-manipulation ciphers computer-vision contributions-welcome cryptography data-structures data-structures-and-algorithms deep-learning dynamic-programming hacktoberfest hacktoberfest2022 machine-learning-algorithms open-source pathfinding python3 scheduling-algorithms searching-algorithms sorting-algorithms
Last synced: 17 Apr 2025
https://github.com/GINK03/alt-i2v
alternative illustration2vec implitation of sigmoids of fully connected layer
deep-learning keras multiclass-classification otaku vectorization
Last synced: 20 Nov 2025
https://github.com/damianmoore/photo-manager-classifier
Deep learning image auto-tagging classifier
deep-learning django image image-classification photo photography python web
Last synced: 06 Oct 2025
https://github.com/deephealthproject/eddl
European Distributed Deep Learning (EDDL) library. A general-purpose library initially developed to cover deep learning needs in healthcare use cases within the DeepHealth project.
autograd cpp deep-learning gpu machine-learning neural-network tensor
Last synced: 18 Jan 2026