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/OysterQAQ/ACG2vec

ACG2vec (Anime Comics Games to vector) are committed to creating a playground that combines ACG and Deep learning.（文本语义检索、以图搜图、语义搜图、图片超分辨率、推荐系统）

acg anime deep-learning embedding feature-extraction image-search image-super-resolution keras tensorflow

Last synced: 08 May 2025

https://github.com/davidbau/rewriting

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.

deep-learning gans graphics hci machine-learning research vision

Last synced: 04 Apr 2025

https://github.com/langboat/mengzi

Mengzi Pretrained Models

bert chinese-bert deep-learning language-understanding natural-language-processing nlp pytorch

Last synced: 05 Apr 2025

https://github.com/mpaepper/content-chatbot

Build a chatbot or Q&A bot of your website's content

deep-learning llm machine-learning

Last synced: 05 Apr 2025

https://github.com/Langboat/Mengzi

Mengzi Pretrained Models

bert chinese-bert deep-learning language-understanding natural-language-processing nlp pytorch

Last synced: 27 Mar 2025

https://github.com/anuragranj/cc

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

adversarial adversarial-collaboration camera-pose deep-learning depth-prediction motion-segmentation optical-flow unsupervised-learning

Last synced: 27 Oct 2025

https://github.com/Harry24k/bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network [torchbnn]

bayesian deep-learning neural-network pytorch

Last synced: 09 Oct 2025

https://github.com/Toni-SM/skrl

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Omniverse Isaac Gym and Isaac Lab

deep-learning deepmind gym gymnasium isaac-gym isaac-lab isaac-orbit isaac-sim isaaclab jax machine-learning nvidia-omniverse openai-gym python pytorch reinforcement-learning rl robosuite robotics skrl

Last synced: 02 Apr 2025

https://github.com/lvapeab/nmt-keras

Neural Machine Translation with Keras

attention-is-all-you-need attention-mechanism attention-model attention-seq2seq deep-learning gru keras lstm-networks machine-learning machine-translation neural-machine-translation nmt sequence-to-sequence tensorflow theano transformer web-demo

Last synced: 18 Jan 2026

https://github.com/ModelDepot/tfjs-yolo-tiny

In-Browser Object Detection using Tiny YOLO on Tensorflow.js

browser computer-vision deep-learning detection machine-learning npm-package object-detection tensorflow tensorflow-js tfjs yolo yolo-models

Last synced: 20 Apr 2025

https://github.com/modeldepot/tfjs-yolo-tiny

In-Browser Object Detection using Tiny YOLO on Tensorflow.js

browser computer-vision deep-learning detection machine-learning npm-package object-detection tensorflow tensorflow-js tfjs yolo yolo-models

Last synced: 04 Apr 2025

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

Implementation of Parti, Google's pure attention-based text-to-image neural network, in Pytorch

artificial-intelligence attention-mechanism deep-learning text-to-image transformers

Last synced: 12 Apr 2025

https://github.com/thuml/nonstationary_transformers

Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415

deep-learning forecasting non-stationary time-series

Last synced: 20 Jun 2025

https://github.com/patrikeh/go-deep

Artificial Neural Network

backpropagation classification deep-learning golang neural-network regression

Last synced: 16 Jan 2026

https://github.com/SuperMedIntel/Medical-SAM2

Medical SAM 2: Segment Medical Images As Video Via Segment Anything Model 2

deep-learning medical medical-imaging segment-anything segment-anything-2 segment-anything-model segmentation

Last synced: 24 Jul 2025

https://github.com/philipperemy/fx-1-minute-data

HISTDATA - Dataset composed of all FX trading pairs / Crude Oil / Stock Indexes. Simple API to retrieve 1 Minute data (and tick data) Historical FX Prices (up to date).

dataset deep-learning financial-data financial-markets fx machine-learning trading

Last synced: 15 May 2025

https://github.com/alibaba/gym-starcraft

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

artificial-intelligence deep-learning gym-starcraft openai-gym reinforcement-learning starcraft

Last synced: 14 Oct 2025

https://github.com/tensorlayer/tensorlayerx

TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.

deep-learning jittor machine-learning mindspore neural-network oneflow paddlepaddle python pytorch tensorflow tensorlayer tensorlayerx

Last synced: 16 May 2025

https://github.com/lucidrains/bs-roformer

Implementation of Band Split Roformer, SOTA Attention network for music source separation out of ByteDance AI Labs

artificial-intelligence attention-mechanisms deep-learning music-source-separation transformers

Last synced: 05 Jan 2026

https://github.com/danijar/dreamer

Dream to Control: Learning Behaviors by Latent Imagination

artificial-intelligence deep-learning reinforcement-learning robotics world-models

Last synced: 05 Apr 2025

https://github.com/philipperemy/deep-learning-bitcoin

Exploiting Bitcoin prices patterns with Deep Learning.

artificial-intelligence bitcoin deep-learning machine-learning

Last synced: 05 Apr 2025

https://github.com/RUCAIBox/CRSLab

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

conversation-system conversational-recommendation deep-learning dialog-system graph-neural-network human-machine-interaction knowledge-graph pretrained-models pytorch recommendation recommender-system text-generation

Last synced: 09 May 2025

https://github.com/locuslab/optnet

OptNet: Differentiable Optimization as a Layer in Neural Networks

deep-learning machine-learning optimization paper pytorch

Last synced: 05 Apr 2025

https://github.com/philferriere/tfoptflow

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

computer-vision cvpr2018 deep-learning flying-chairs kitti-dataset motion-estimation mpi-sintel optical-flow pwc-net tensorflow

Last synced: 05 Apr 2025

https://github.com/linxueyuanstdio/latex_ocr

:gem: 数学公式识别 Math Formula OCR

deep-learning latex ocr

Last synced: 05 Apr 2025

https://github.com/mmasana/FACIL

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

continual-learning deep-learning framework incremental-learning lifelong-learning machine-learning reproducible-research survey

Last synced: 08 May 2025

https://github.com/w111liang222/lidar-slam-detection

LSD (LiDAR SLAM & Detection) is an open source perception architecture for autonomous vehicle/robotic

autonomous-driving calibration deep-learning detection lidar mapping perception pointcloud robotics slam

Last synced: 19 Mar 2025

https://github.com/mdozmorov/machinelearning_notes

Machine learning and deep learning resources

deep-learning machine-learning

Last synced: 26 Feb 2025

https://github.com/mdozmorov/MachineLearning_notes

Machine learning and deep learning resources

deep-learning machine-learning

Last synced: 01 Apr 2025

https://github.com/theamrzaki/text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

abstractive-text-summarization ai artificial-intelligence deep-learning deeplearning encoder-decoder google-colab google-colaboratory machine-learning machinelearning nlp pointer-generator policy-gradient reinforcement-learning rnn seq2seq tensorflow text-summarization word2vec

Last synced: 14 May 2025

https://github.com/PRBonn/LiDAR-MOS

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)

deep-learning deep-neural-networks dynamic-slam lidar lidar-slam mapping motion-detection moving-object-segmentation point-cloud segmentation slam

Last synced: 20 Mar 2025

https://github.com/microsoft/styleswin

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

computer-vision deep-learning deep-neural-networks gans generative-adversarial-network image-generation image-synthesis pytorch styleswin transformer

Last synced: 04 Oct 2025

https://github.com/prbonn/lidar-mos

(LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS 2021)

deep-learning deep-neural-networks dynamic-slam lidar lidar-slam mapping motion-detection moving-object-segmentation point-cloud segmentation slam

Last synced: 05 Apr 2025

https://github.com/mlverse/torch

R Interface to Torch

autograd deep-learning r torch

Last synced: 17 Oct 2025

https://github.com/opendrivelab/openlane

[ECCV 2022 Oral] OpenLane: Large-scale Realistic 3D Lane Dataset

autonomous-driving dataset deep-learning lane-detection

Last synced: 04 Apr 2025

https://github.com/sugarme/gotch

Go binding for Pytorch C++ API (libtorch)

deep-learning framework go go-binding golang pytorch pytorch-go-binding

Last synced: 16 Jan 2026

https://github.com/dmitryryumin/aaai-2024-papers

AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligence conferences. Seamlessly integrate code implementations for better understanding. ⭐ experience the forefront of progress in artificial intelligence with this repository!

aaai aaai2024 application-domains artificial-intelligence cognitive-systems computer-vision computer-vison deep-learning expert-systems human-computer-interaction knowledge-representation machine-learning multi-agent-systems neural-networks reinforcement-learning sentiment-analysis

Last synced: 15 May 2025

https://github.com/obendidi/Tracking-with-darkflow

Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow

convolutional-neural-networks darkflow darknet deep-learning deep-neural-networks image-processing machine-learning mobile-development multitracker object-detection real-time sort tensorflow tracker yolo yolo2

Last synced: 21 Apr 2025

https://github.com/mv-lab/InstructIR

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

computer-vision deblurring deep-learning dehazing denoising image-enhancement image-restoration inverse-problems language-model low-light-image-enhancement multi-task multimodal neural-network photography prompt pytorch super-resolution

Last synced: 02 Apr 2025

https://github.com/ayaka14732/tpu-starter

Everything you want to know about Google Cloud TPU

cloud-tpu deep-learning gcp google-cloud-platform jax machine-learning tpu

Last synced: 25 Oct 2025

https://github.com/harry24k/bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network [torchbnn]

bayesian deep-learning neural-network pytorch

Last synced: 04 Apr 2025

https://github.com/openhackathons-org/gpubootcamp

This repository consists for gpu bootcamp material for HPC and AI

ai4hpc cuda data-science deep-learning deepstream gpu hpc machine-learning mpi openacc openmp rapidsai

Last synced: 27 Mar 2025

https://github.com/curiousily/Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

anomaly-detection autoencoders credit-card-fraud deep-learning keras tensorflow tensorflow-tutorial

Last synced: 14 Mar 2025

https://github.com/curiousily/credit-card-fraud-detection-using-autoencoders-in-keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

anomaly-detection autoencoders credit-card-fraud deep-learning keras tensorflow tensorflow-tutorial

Last synced: 05 Apr 2025

https://github.com/eladhoffer/seq2seq.pytorch

Sequence-to-Sequence learning using PyTorch

deep-learning neural-machine-translation seq2seq

Last synced: 01 Feb 2026

https://github.com/OpenDriveLab/OpenLane

[ECCV 2022 Oral] OpenLane: Large-scale Realistic 3D Lane Dataset

autonomous-driving dataset deep-learning lane-detection

Last synced: 20 Mar 2025

https://github.com/gt-ripl/continual-learning-benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

artificial-neural-networks continual-learning continuous-learning deep-learning incremental-learning lifelong-learning

Last synced: 05 Apr 2025

https://github.com/supervisely/supervisely

Supervisely SDK for Python - convenient way to automate, customize and extend Supervisely Platform for your computer vision task

ai deep-learning neural-networks python

Last synced: 10 Mar 2026

https://github.com/km1994/RES-Interview-Notes

该仓库主要记录推荐系统算法工程师相关的面试题

deep-learning

Last synced: 18 Jul 2025

https://github.com/poga/awesome-federated-learning

resources about federated learning and privacy in machine learning

deep-learning federated-learning medical-data privacy

Last synced: 26 Jan 2026

https://github.com/pliang279/MultiBench

[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning

computer-vision deep-learning healthcare machine-learning multimodal-learning natural-language-processing representation-learning robotics speech-processing

Last synced: 08 May 2025

https://github.com/GT-RIPL/Continual-Learning-Benchmark

Evaluate three types of task shifting with popular continual learning algorithms.

artificial-neural-networks continual-learning continuous-learning deep-learning incremental-learning lifelong-learning

Last synced: 06 May 2025

https://github.com/zhihu/cuBERT

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

bert cuda deep-learning inference mkl predict tensorflow transformer

Last synced: 02 Apr 2025

https://github.com/simonblanke/hyperactive

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

automated-machine-learning bayesian-optimization data-science deep-learning feature-engineering hyperactive hyperparameter-optimization keras machine-learning model-selection neural-architecture-search optimization parallel-computing parameter-tuning python pytorch scikit-learn xgboost

Last synced: 14 May 2025

https://github.com/microsoft/CvT

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

classification computer-vision cvt deep-learning imagenet

Last synced: 07 May 2025

https://github.com/experiencor/self-driving-toy-car

A self driving toy car using end-to-end learning

cnn-keras convolutional-networks deep-learning machine-learning raspberry-pi self-driving-car servo

Last synced: 06 Apr 2025

https://github.com/aleximmer/laplace

Laplace approximations for Deep Learning.

approximate-bayesian-inference deep-learning laplace-approximation neural-network

Last synced: 21 Oct 2025

https://github.com/THUDM/GraphMAE

GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22

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

Last synced: 21 Jul 2025

https://github.com/airalcorn2/Deep-Semantic-Similarity-Model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deep-learning information-retrieval keras natural-language-processing nlp

Last synced: 19 Jul 2025

https://github.com/google/break-a-scene

Official implementation for "Break-A-Scene: Extracting Multiple Concepts from a Single Image" [SIGGRAPH Asia 2023]

deep-learning diffusion-models generative-ai multimodal text-to-image

Last synced: 27 Mar 2025

https://github.com/philferriere/dlwin

GPU-accelerated Deep Learning on Windows 10 native

cntk cudnn deep-learning gpu-acceleration gpu-mode keras tensorflow theano

Last synced: 05 Apr 2025

https://github.com/NVlabs/pacnet

Pixel-Adaptive Convolutional Neural Networks (CVPR '19)

computer-vision deep-learning machine-learning

Last synced: 19 Jul 2025

https://github.com/SimonBlanke/Hyperactive

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

Last synced: 05 Apr 2025

https://github.com/aqibsaeed/urban-sound-classification

Urban sound classification using Deep Learning

audio-classification deep-learning neural-network urban-sound-classification

Last synced: 04 Apr 2025

https://github.com/DagnyT/hardnet

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"

computer-vision convolutional-neural-networks deep-learning image-matching image-retrieval metric-learning nips-2017 pytorch

Last synced: 03 Apr 2025

https://github.com/clovaai/synthtiger

Official Implementation of SynthTIGER (Synthetic Text Image Generator), ICDAR 2021

dataset deep-learning generation icdar2021 ocr ocr-recognition recognition scene-text scene-text-recognition synthetic text-recognition

Last synced: 16 May 2025

https://github.com/subho406/OmniNet

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

artificial-intelligence deep-learning image-captioning machine-learning multimodal-learning multitask-learning neural-network nlp transformer video-recognition

Last synced: 19 Jul 2025

https://github.com/rgeirhos/stylized-imagenet

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

computer-vision deep-learning human-vision shape-bias style-transfer texture-bias

Last synced: 05 Apr 2025

https://github.com/diyer22/boxx

Tool-box for efficient build and debug in Python. Especially for Scientific Computing and Computer Vision.

awesome-python computer-vision debug debugging deep-learning hack pytorch pytorch-debug scientific-computing toolbox

Last synced: 04 Sep 2025

https://github.com/aws/sagemaker-training-toolkit

Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.

aws deep-learning docker machine-learning python sagemaker training

Last synced: 14 May 2025

https://github.com/DIYer22/boxx

Tool-box for efficient build and debug in Python. Especially for Scientific Computing and Computer Vision.

awesome-python computer-vision debug debugging deep-learning hack pytorch pytorch-debug scientific-computing toolbox

Last synced: 19 Jul 2025

https://github.com/aqibsaeed/Urban-Sound-Classification

Urban sound classification using Deep Learning

audio-classification deep-learning neural-network urban-sound-classification

Last synced: 19 Jul 2025

https://github.com/akshaybahadur21/Autopilot

A simple self-driving car module for humans 🚘 🛣️

autopilot dataset deep-learning driving-cars machine-learning nvidia research-paper self-driving-car tesla

Last synced: 19 Jul 2025

https://github.com/wherobots/geotorchai

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

classification-model convlstm-pytorch deep-learning deep-neural-networks deepsat prediction-model raster-data satellite-classification satellite-images segmentation-models sequence-models spatial-data-analysis spatio-temporal-analysis spatio-temporal-models spatio-temporal-prediction st-resnet

Last synced: 05 Feb 2026

https://github.com/huangcongqing/3d-point-clouds

🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等

3d-detection 3d-point-cloud 3d-point-clouds 3d-semantic-segmentation cpp dataset deep-learning pcl point-cloud python3 ros ros-melodic sota

Last synced: 08 Apr 2025

https://github.com/js05212/BayesianDeepLearning-Survey

Bayesian Deep Learning: A Survey

arxiv bayesian bayesian-deep-learning bdl deep-learning machine-learning neural-networks survey variational-autoencoders

Last synced: 14 Mar 2025

https://github.com/WangQvQ/YOLOMagic

YOLO Magic🪄 is an extension based on Ultralytics' YOLOv5, designed to provide more powerful functionality and simpler operations for visual tasks.

deep-learning gradio machine-learning onnx pytorch tflite yolo yolov5

Last synced: 20 Apr 2025

https://github.com/mybridge/machine-learning-articles

Monthly Series - Top 10 Machine Learning Articles

deep-learning machine-learning machine-learning-algorithms neural-networks nlp reinforcement-learning

Last synced: 18 Jul 2025

https://github.com/HuangCongQing/3D-Point-Clouds

🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等

3d-detection 3d-point-cloud 3d-point-clouds 3d-semantic-segmentation cpp dataset deep-learning pcl point-cloud python3 ros ros-melodic sota

Last synced: 20 Mar 2025

https://github.com/Mybridge/machine-learning-articles

Monthly Series - Top 10 Machine Learning Articles

deep-learning machine-learning machine-learning-algorithms neural-networks nlp reinforcement-learning

Last synced: 22 Mar 2025

https://github.com/fulifeng/Causal_Reading_Group

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

causal-inference causality deep-learning machine-learning recommender-system

Last synced: 29 Mar 2025