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: 2026-06-23 00:07:53 UTC
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https://github.com/securefederatedai/openfl

An open framework for Federated Learning.

collaborative-learning deep-learning distributed-computing distributed-learning fedavg fedcurv federated-analytics federated-deep-learning federated-learning federated-learning-framework fedopt fedprox keras-federated-learning machine-learning openfl privacy-preserving-machine-learning python pytorch-federated-learning secure-computation tensorflow-federated-learning

Last synced: 29 Mar 2025

https://github.com/rnchg/APT

AI Productivity Tool - Free and open source, improve user productivity, and protect privacy and data security. Including but not limited to: built-in local exclusive ChatGPT, DeepSeek, Phi, Qwen and other models, one-click batch intelligent processing of pictures, videos, audio, etc.

ai ai-framework aigc audio-processing chatgpt computer-vision deep-learning deepseek generative-ai image-processing inference llm machine-learning machinelearning neural-network onnx onnxruntime video-processing

Last synced: 14 Aug 2025

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

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

artificial-intelligence attention-mechanism deep-learning transformers video-classification

Last synced: 15 Jul 2025

https://github.com/CMU-Perceptual-Computing-Lab/openpose_unity_plugin

OpenPose's Unity Plugin for Unity users

c-sharp deep-learning human-pose-estimation openpose real-time unity

Last synced: 06 May 2025

https://github.com/iMoonLab/DeepHypergraph

A pytorch library for graph and hypergraph computation.

deep-learning graph-neural-networks hypergraph-neural-networks pytorch

Last synced: 20 Mar 2025

https://github.com/hkchengrex/Cutie

[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation

computer-vision cvpr2024 deep-learning pytorch segmentation video-editing video-object-segmentation video-segmentation

Last synced: 17 Apr 2025

https://github.com/larq/larq

An Open-Source Library for Training Binarized Neural Networks

binarized-neural-networks binder deep-learning keras larq machine-learning python quantized-neural-networks tensorflow

Last synced: 15 May 2025

https://github.com/umbrellabeach/music-generation-with-DL

Resources on Music Generation with Deep Learning

deep-learning gan music-composition music-generation

Last synced: 17 Mar 2025

https://github.com/rust0258/Deeplearning.ai-Natural-Language-Processing-Specialization

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

attention-mechanism coursera deep-learning deeplearning-ai encoder-decoder logistic-regression machine-learning naive-bayes neural neural-networks nlp probabilistic-models sequence-models specialization

Last synced: 19 Jul 2025

https://github.com/mhamilton723/STEGO

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

computer-vision deep-learning iclr2022 pytorch semantic-segmentation unsupervised-learning

Last synced: 08 May 2025

https://github.com/mhamilton723/stego

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

computer-vision deep-learning iclr2022 pytorch semantic-segmentation unsupervised-learning

Last synced: 04 Apr 2025

https://github.com/astra-vision/MonoScene

[CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image

2d-to-3d computer-vision cvpr2022 cvpr22 deep-learning kitti-360 mayavi monocular nyu-depth-v2 occupancy-prediction pytorch semantic-kitti semantic-scene-completion semantic-scene-understanding single-image-reconstruction

Last synced: 20 Mar 2025

https://github.com/coqui-ai/tts-papers

🐸 collection of TTS papers

coqui-ai deep-learning papers research-paper speech tts

Last synced: 28 Jan 2026

https://github.com/stanfordasl/trajectron-plus-plus

Code accompanying the ECCV 2020 paper "Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data" by Tim Salzmann*, Boris Ivanovic*, Punarjay Chakravarty, and Marco Pavone (* denotes equal contribution).

autonomous-vehicles deep-learning human-robot-interaction human-trajectory-prediction nuscenes spatio-temporal-prediction

Last synced: 16 May 2025

https://github.com/aws/studio-lab-examples

Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!

amazon-sagemaker-lab aws deep-learning deploy huggingface inference machine-learning sagemaker sagemaker-studio-lab training

Last synced: 16 May 2025

https://github.com/ashishpatel26/amazing-feature-engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

data-analysis data-mining data-science data-scientists data-visualization deep-learning feature-engineering feature-extraction feature-scaling feature-selection features machine-learning scikit-learn

Last synced: 16 May 2025

https://github.com/cvondrick/videogan

Generating Videos with Scene Dynamics. NIPS 2016.

computer-vision deep-learning generative-adversarial-network video

Last synced: 27 Jan 2026

https://github.com/vikparuchuri/tabled

Detect and extract tables to markdown and csv

deep-learning ocr tables

Last synced: 06 Oct 2025

https://github.com/nnsvs/nnsvs

Neural network-based singing voice synthesis library for research

deep-learning dnn kiritan python pytorch singing-synthesis singing-voice singing-voice-synthesis

Last synced: 16 May 2025

https://github.com/gjy3035/c-3-framework

An open-source PyTorch code for crowd counting

computer-vision crowd-analysis crowd-counting deep-learning

Last synced: 12 Apr 2025

https://github.com/gordicaleksa/get-started-with-jax

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

deep-learning flax haiku jax jupyter lax learn-jax machine-learning numpy optax python tutorial xla

Last synced: 04 Apr 2025

https://github.com/PeterWang512/GANSketching

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

computer-graphics computer-vision deep-learning gans hci

Last synced: 04 Apr 2025

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

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

artificial-intelligence attention-mechanism deep-learning transformers video-classification

Last synced: 16 May 2025

https://github.com/Cadene/vqa.pytorch

Visual Question Answering in Pytorch

clevr coco deep-learning pytorch resnet skipthoughts torch vgenome vqa

Last synced: 01 Apr 2025

https://github.com/Lsdefine/attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

attention-is-all-you-need attention-seq2seq deep-learning keras keras-tensorflow

Last synced: 23 Apr 2025

https://github.com/thunlp-mt/thumt

An open-source neural machine translation toolkit developed by Tsinghua Natural Language Processing Group

deep-learning machine-translation neural-machine-translation

Last synced: 12 Apr 2025

https://github.com/locuslab/qpth

A fast and differentiable QP solver for PyTorch.

deep-learning machine-learning optimization pytorch quadratic-programming

Last synced: 15 May 2025

https://github.com/saltudelft/ml4se

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

ai4code ai4se code datasets deep-learning llm4code machine-learning ml4code ml4se papers research software-engineering theses tools tudelft

Last synced: 01 Feb 2026

https://github.com/lucidrains/x-clip

A concise but complete implementation of CLIP with various experimental improvements from recent papers

artificial-intelligence contrastive-learning deep-learning multi-modal-learning zero-shot-learning

Last synced: 01 Apr 2025

https://github.com/pangeo-data/WeatherBench

A benchmark dataset for data-driven weather forecasting

benchmark dataset deep-learning weather-forecast

Last synced: 22 Mar 2025

https://github.com/huntermcgushion/hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

ai artificial-intelligence catboost data-science deep-learning experimentation feature-engineering hyperparameter-optimization hyperparameter-tuning keras lightgbm machine-learning ml neural-network optimization python rgf scikit-learn sklearn xgboost

Last synced: 16 May 2025

https://github.com/tony-framework/TonY

TonY is a framework to natively run deep learning frameworks on Apache Hadoop.

deep-learning hadoop hadoop-yarn horovod machine-learning tensorflow

Last synced: 20 Apr 2025

https://github.com/tony-framework/tony

TonY is a framework to natively run deep learning frameworks on Apache Hadoop.

deep-learning hadoop hadoop-yarn horovod machine-learning tensorflow

Last synced: 03 Jan 2026

https://github.com/titu1994/densenet

DenseNet implementation in Keras

bottleneck deep-learning densenet densenet-model keras paper

Last synced: 04 Apr 2025

https://github.com/titu1994/DenseNet

DenseNet implementation in Keras

bottleneck deep-learning densenet densenet-model keras paper

Last synced: 29 Mar 2025

https://github.com/kang205/SASRec

SASRec: Self-Attentive Sequential Recommendation

deep-learning recommender-system

Last synced: 20 Jul 2025

https://github.com/HunterMcGushion/hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

Last synced: 26 Apr 2025

https://github.com/gjy3035/C-3-Framework

An open-source PyTorch code for crowd counting

computer-vision crowd-analysis crowd-counting deep-learning

Last synced: 11 May 2025

https://github.com/fidler-lab/polyrnn-pp-pytorch

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

annotation cvpr2018 deep-learning instance-segmentation labelling polygon-rnn pytorch

Last synced: 05 Apr 2025

https://github.com/cresset-template/cresset

Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.

build cuda deep-learning deep-learning-tutorial docker docker-compose machine-learning makefile mlops mlops-template python pytorch source source-python template template-repository wheel

Last synced: 04 Apr 2025

https://github.com/google/edward2

A simple probabilistic programming language.

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 05 Sep 2025

https://github.com/AstraZeneca/chemicalx

A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

biology chemistry deep-chemistry deep-learning drug drug-discovery drug-interaction drug-pair geometric-deep-learning geometry graph-neural-network machine-learning pharma polypharmacy pytorch smiles smiles-strings torch torchdrug

Last synced: 27 Mar 2025

https://github.com/bupt-ai-cz/LLVIP

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

cnn computer-vision deep-learning gan iccv2021 image-fusion image-to-image-translation low-light-image low-light-vision object-detection visible-infrared

Last synced: 21 Apr 2025

https://github.com/zkywsg/daily-deeplearning

🔥机器学习/深度学习/Python/大模型/多模态/LLM/deeplearning/Python/Algorithm interview/NLP Tutorial

cv deep-learning leetcode leetcode-python leetcode-solutions llm machine-learning nlp python pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 15 May 2025

https://github.com/aws-samples/aws-mlu-explain

Visual, Interactive Articles About Machine Learning: https://mlu-explain.github.io/

ai aws d3 datavisualization dataviz deep-learning machine-learning machinelearning mlu svelte

Last synced: 14 Apr 2025

https://github.com/attractivechaos/kann

A lightweight C library for artificial neural networks

deep-learning neural-network

Last synced: 04 Apr 2025

https://github.com/stratospark/food-101-keras

Food Classification with Deep Learning in Keras / Tensorflow

ai deep-learning food-classification image-classification keras machine-learning tensorflow

Last synced: 19 Jul 2025

https://github.com/StanfordASL/Trajectron-plus-plus

autonomous-vehicles deep-learning human-robot-interaction human-trajectory-prediction nuscenes spatio-temporal-prediction

Last synced: 20 Mar 2025

https://github.com/ashishpatel26/Amazing-Feature-Engineering

data-analysis data-mining data-science data-scientists data-visualization deep-learning feature-engineering feature-extraction feature-scaling feature-selection features machine-learning scikit-learn

Last synced: 10 Apr 2025

https://github.com/apache/submarine

Submarine is Cloud Native Machine Learning Platform.

ai deep-learning docker kubernetes machine-learning notebook

Last synced: 10 Jan 2026

https://github.com/ika-rwth-aachen/Cam2BEV

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

autonomous-vehicles birds-eye-view computer-vision deep-learning ipm machine-learning segmentation sim2real simulation

Last synced: 20 Mar 2025

https://github.com/ShichenLiu/CondenseNet

CondenseNet: Light weighted CNN for mobile devices

deep-learning mobile-device pytorch

Last synced: 29 Mar 2025

https://github.com/shichenliu/condensenet

CondenseNet: Light weighted CNN for mobile devices

deep-learning mobile-device pytorch

Last synced: 04 Apr 2025

https://github.com/aleju/mario-ai

Playing Mario with Deep Reinforcement Learning

agent deep-learning deep-reinforcement-learning machine-learning mario reward torch

Last synced: 05 Apr 2025

https://github.com/jatinshah/ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

convolutional-neural-networks deep-learning deep-learning-tutorial

Last synced: 22 Jul 2025

https://github.com/ibm/ffdl

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

ai artificial-intelligence caffe deep-learning deep-neural-networks deeplearning ibm-research-ai jupyter keras kubernetes-cluster machine-learning ml model python pytorch storage tensorflow watson

Last synced: 12 Apr 2025

https://github.com/benedekrozemberczki/littleballoffur

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

community-structure deep-learning forest-fire graph graph-algorithms graph-embedding graph-sampling graph-sparsification machine-learning metropolis-hastings minimum-spanning-tree network-analytics network-embedding network-sampling network-science networkx node-embedding random-walk sampling

Last synced: 08 Apr 2025

https://github.com/hidet-org/hidet

An open-source efficient deep learning framework/compiler, written in python.

compiler deep-learning framework inference

Last synced: 31 Mar 2025

https://github.com/jiazhihao/TASO

The Tensor Algebra SuperOptimizer for Deep Learning

deep-learning deep-neural-networks inference-optimization

Last synced: 04 Apr 2025

https://github.com/jiazhihao/taso

The Tensor Algebra SuperOptimizer for Deep Learning

deep-learning deep-neural-networks inference-optimization

Last synced: 04 Apr 2025

https://github.com/limbo018/DREAMPlace

Deep learning toolkit-enabled VLSI placement

deep-learning gpu-acceleration pytorch vlsi vlsi-physical-design vlsi-placement

Last synced: 08 May 2025

https://github.com/raycad/devops-roadmap

DevOps methodology & roadmap for a devops developer in 2019. Interesting books to learn new technologies.

ai big-data books deep-learning devops experience expert-system machine-learning programming

Last synced: 25 Jan 2026

https://github.com/flink-extended/dl-on-flink

Deep Learning on Flink aims to integrate Flink and deep learning frameworks (e.g. TensorFlow, PyTorch, etc) to enable distributed deep learning training and inference on a Flink cluster.

deep-learning flink python pytorch tensorflow

Last synced: 25 Dec 2025

https://github.com/nomic-ai/contrastors

Train Models Contrastively in Pytorch

contrastive-learning deep-learning dense-retrieval embeddings image-embeddings multimodal multimodal-rag pytorch rag text-embeddings transformers

Last synced: 15 May 2025

https://github.com/keon/seq2seq

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

deep-learning machine-translation seq2seq

Last synced: 24 May 2026

https://github.com/uliontse/mlgb

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. 「妙计包」是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。

autoint ctr-prediction dcn deep-learning deepfm din dsin dssm edcn esmm fibinet machine-learning masknet mind mmoe pepnet ple pnn recommender-system xdeepfm

Last synced: 15 May 2025

https://github.com/jaywalnut310/glow-tts

A Generative Flow for Text-to-Speech via Monotonic Alignment Search

deep-learning pytorch speech-synthesis text-to-speech tts

Last synced: 04 Apr 2025

https://github.com/inspirehep/magpie

Deep neural network framework for multi-label text classification

classification deep-learning machine-learning multi-label-classification neural-network nlp prediction word2vec

Last synced: 04 Apr 2025

https://github.com/kennethleungty/Neural-Network-Architecture-Diagrams

Diagrams for visualizing neural network architecture (Created with diagrams.net)

architecture cnn deep-learning diagrams neural-network visualisation visualization

Last synced: 09 Apr 2025

https://github.com/intel/ai-reference-models

Intel® AI Reference Models: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors and Intel® Data Center GPUs

ai cpu deep-learning deep-neural-networks inference performance tensorflow

Last synced: 15 Jul 2025

https://github.com/qqlu/Entity

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

cnn computer-vision condinst deep-learning detectron2 fcos image-segmentation instance-segmentation object-detection panoptic-segmentation pretrained-models pretrained-weights pretraining pytorch segmentation semantic-segmentation

Last synced: 28 Mar 2025

https://github.com/adipandas/multi-object-tracker

Multi-object trackers in Python

caffe computer-vision deep-learning iou-tracker multi-object-tracking neural-network object-detection object-tracking opencv python python3 ssd-mobilenet tensorflow tracker yolo yolov3

Last synced: 26 Mar 2025

https://github.com/iceychris/LibreASR

:speech_balloon: An On-Premises, Streaming Speech Recognition System

asr deep-learning esp32-lyrat fastai python pytorch rnn-transducer speech-recognition

Last synced: 05 Apr 2025

https://github.com/weijiaheng/Advances-in-Label-Noise-Learning

A curated (most recent) list of resources for Learning with Noisy Labels

conference deep-learning deep-neural-networks international-conference label-noise learning-with-label-noise learning-with-noisy-labels noisy-data noisy-label-learning noisy-labels paper robust-learning robust-machine-learning robustness unreliable-labels weakly-supervised-learning

Last synced: 04 Apr 2025

https://github.com/danielsabinasz/TensorSlow

Re-implementation of TensorFlow in pure python, with an emphasis on code understandability

artificial-intelligence artificial-neural-networks deep-learning python tensorflow

Last synced: 01 May 2025

https://github.com/Mariewelt/OpenChem

OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research

computational-biology computational-chemistry deep-learning deep-neural-networks drug-design drug-discovery graph-convolutional-networks machine-learning predictive-modeling pytorch qsar

Last synced: 04 May 2025

https://github.com/jerryji1993/DNABERT

DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

deep-learning dnabert-model genome gpu kmer kmer-format machine-learning natural-language-processing nlp sequence

Last synced: 21 Jul 2025

https://github.com/lucidrains/bottleneck-transformer-pytorch

Implementation of Bottleneck Transformer in Pytorch

artificial-intelligence attention-mechanism deep-learning image-classification transformers vision

Last synced: 16 May 2025

https://github.com/datacanvasio/deeptables

DeepTables: Deep-learning Toolkit for Tabular data

afm autoint ctr-prediction dcn-model deep-learning deepfm factorization-machines fgcnn fibinet fm pnn structured-data tabular-data wide-and-deep xdeepfm

Last synced: 14 May 2025

https://github.com/cauchyturing/UCR_Time_Series_Classification_Deep_Learning_Baseline

Fully Convlutional Neural Networks for state-of-the-art time series classification

convolutional-networks deep-learning time-series

Last synced: 01 Apr 2025

https://github.com/aimagelab/mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

continual-learning dark-experience-replay deep-learning der experience-replay knowledge-distillation neurips2020 pytorch

Last synced: 14 May 2025

https://github.com/koursaros-ai/nboost

NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)

cloud deep-learning docker elasticsearch helm kubernetes machine-learning microservices nboost nlp proxy python pytorch search-api search-engine semantic-search tensorflow

Last synced: 30 Mar 2025

https://github.com/hankcs/cs224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

cs224n deep-learning natural-language-processing rnn tensorflow word2vec

Last synced: 04 Apr 2025

https://github.com/wichtounet/dll

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

artificial-neural-networks c-plus-plus convolutional-neural-networks cpp cpp11 cpp14 cpu deep-learning gpu machine-learning performance rbm

Last synced: 12 Apr 2025

https://github.com/huggingface/exporters

Export Hugging Face models to Core ML and TensorFlow Lite

coreml coremltools deep-learning machine-learning model-converter pytorch tensorflow tflite transformer

Last synced: 14 Oct 2025

https://github.com/cnkuangshi/LightCTR

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.

computational-graphs deep-learning distributed-systems factorization-machines machine-learning model-compression parameter-server