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: 2026-06-16 00:07:52 UTC
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https://github.com/POSTECH-CVLab/PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

biggan clean-fid data-efficient-gan-training deep-learning generative-adversarial-network machine-learning pytorch stylegan2 stylegan2-ada stylegan3

Last synced: 07 Apr 2025

https://richzhang.github.io/colorization/

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

automatic-colorization caffe colorization computer-vision deep-learning deep-learning-algorithms

Last synced: 16 Nov 2025

https://github.com/thuml/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

adversarial-learning dann deep-learning domain-adaptation finetune image-translation out-of-distribution-generalization self-training semi-supervised-learning transfer-learning unsupervised-domain-adaptation

Last synced: 01 May 2025

https://github.com/meetps/pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

deep-learning fully-convolutional-networks pytorch semantic-segmentation

Last synced: 14 May 2025

https://github.com/cvg/LightGlue

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

deep-learning image-matching pose-estimation transformers

Last synced: 19 Jul 2025

https://github.com/apache/singa

a distributed deep learning platform

deep-learning

Last synced: 13 May 2025

https://github.com/richzhang/colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

automatic-colorization caffe colorization computer-vision deep-learning deep-learning-algorithms

Last synced: 14 May 2025

https://github.com/RUCAIBox/RecBole

A unified, comprehensive and efficient recommendation library

collaborative-filtering ctr-prediction deep-learning graph-neural-networks knowledge-graph pytorch recommendation-system recommendations recommender recommender-systems sequential-recommendation

Last synced: 30 Mar 2025

https://github.com/makegirlsmoe/makegirlsmoe_web

Create Anime Characters with MakeGirlsMoe

anime deep-learning gan generative-adversarial-network react reactjs

Last synced: 15 May 2025

https://github.com/Nixtla/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

baselines baselines-zoo deep-learning deep-neural-networks deepar esrnn forecasting hierarchical-forecasting hint machine-learning nbeats nbeatsx neural-network nhits probabilistic-forecasting pytorch robust-regression tft time-series transformer

Last synced: 04 Apr 2025

https://github.com/beastbyteai/scikit-llm

Seamlessly integrate LLMs into scikit-learn.

chatgpt deep-learning llm machine-learning scikit-learn transformers

Last synced: 21 Jan 2026

https://github.com/sdv-dev/sdv

Synthetic data generation for tabular data

data-generation deep-learning gan gans generative-adversarial-network generative-ai generative-model generativeai machine-learning multi-table relational-datasets sdv synthetic-data synthetic-data-generation time-series

Last synced: 02 Apr 2026

https://github.com/guillaume-chevalier/lstm-human-activity-recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

activity-recognition deep-learning human-activity-recognition lstm machine-learning neural-network recurrent-neural-networks rnn tensorflow

Last synced: 15 May 2025

https://github.com/huggingface/course

The Hugging Face course on Transformers

deep-learning hacktoberfest nlp transformers

Last synced: 14 Oct 2025

https://github.com/google/deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

bioinformatics deep-learning deep-neural-network deepvariant dna genome genomics machine-learning ngs science sequencing tensorflow

Last synced: 13 May 2025

https://github.com/microsoft/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms

Last synced: 10 May 2025

https://github.com/OpenNMT/CTranslate2

Fast inference engine for Transformer models

avx avx2 cpp cuda deep-learning deep-neural-networks gemm inference intrinsics machine-translation mkl neon neural-machine-translation onednn openmp opennmt parallel-computing quantization thrust transformer-models

Last synced: 02 Apr 2025

https://github.com/guillaume-chevalier/LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

activity-recognition deep-learning human-activity-recognition lstm machine-learning neural-network recurrent-neural-networks rnn tensorflow

Last synced: 24 Mar 2025

https://github.com/wzhe06/reco-papers

Classic papers and resources on recommendation

deep-learning exploration-exploitation machine-learning recommendation recommender-system reinforcement-learning

Last synced: 15 May 2025

https://github.com/jaymody/picogpt

An unnecessarily tiny implementation of GPT-2 in NumPy.

deep-learning gpt gpt-2 large-language-models machine-learning neural-network nlp python

Last synced: 15 May 2025

https://github.com/skalskip/make-sense

Free to use online tool for labelling photos. https://makesense.ai

computer-vision deep-learning detection image-annotation labeling-photos labeling-tool landmark-detection object-detection pascal-voc posenet-model ssd-model tagging

Last synced: 14 May 2025

https://github.com/catalyst-team/catalyst

Accelerated deep learning R&D

computer-vision deep-learning distributed-computing image-classification image-processing image-segmentation information-retrieval infrastructure machine-learning metric-learning natural-language-processing object-detection python pytorch recommender-system reinforcement-learning reproducibility research text-classification text-segmentation

Last synced: 13 May 2025

https://github.com/scisharp/tensorflow.net

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

chatbot csharp deep-learning dotnetcore keras machine-learning scisharp tensorflow

Last synced: 14 May 2025

https://github.com/dair-ai/ml-notebooks

:fire: Machine Learning Notebooks

ai deep-learning machine-learning python pytorch

Last synced: 14 May 2025

https://github.com/dair-ai/ML-Notebooks

:fire: Machine Learning Notebooks

ai deep-learning machine-learning python pytorch

Last synced: 17 Apr 2025

https://github.com/jaymody/picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

deep-learning gpt gpt-2 large-language-models machine-learning neural-network nlp python

Last synced: 24 Mar 2025

https://github.com/charlesq34/pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

3d-shape classification deep-learning point-cloud segmentation

Last synced: 15 May 2025

https://github.com/SciSharp/TensorFlow.NET

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

chatbot csharp deep-learning dotnetcore keras machine-learning scisharp tensorflow

Last synced: 02 Apr 2025

https://github.com/wzhe06/Reco-papers

Classic papers and resources on recommendation

deep-learning exploration-exploitation machine-learning recommendation recommender-system reinforcement-learning

Last synced: 07 May 2025

https://github.com/krzjoa/awesome-python-data-science?tab=readme-ov-file

Probably the best curated list of data science software in Python.

awesome awesome-list awesome-python data-analysis data-science data-visualization deep-learning machine-learning python scikit-learn statistics

Last synced: 21 Jan 2026

https://github.com/zuruoke/watermark-removal

a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image

deep-learning machine-learning python tensorflow watermark-image

Last synced: 14 May 2025

https://github.com/SkalskiP/make-sense

Free to use online tool for labelling photos. https://makesense.ai

computer-vision deep-learning detection image-annotation labeling-photos labeling-tool landmark-detection object-detection pascal-voc posenet-model ssd-model tagging

Last synced: 26 Mar 2025

https://github.com/opengeos/segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

artificial-intelligence deep-learning geopython geospatial machine-learning segment-anything segmentation

Last synced: 12 May 2025

https://github.com/evolvinglmms-lab/otter

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

artificial-inteligence chatgpt deep-learning embodied-ai foundation-models gpt-4 instruction-tuning large-scale-models machine-learning multi-modality visual-language-learning

Last synced: 13 Dec 2025

https://github.com/ben1234560/ailearning-theory-applying

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

ai bert dataming deep-learning kaggle-competition learning-by-doing machine-learning nlp

Last synced: 15 May 2025

https://github.com/zhanghang1989/resnest

ResNeSt: Split-Attention Networks

deep-learning detectron-models pytorch resnest resnet split-attention-networks

Last synced: 10 Apr 2025

https://github.com/roboflow/sports

computer vision and sports

computer-vision deep-learning deep-neural-networks football football-data image-embeddings keypoint-detection object-detection soccer soccer-analytics soccer-data sports sports-analytics sports-data tutorial visualization

Last synced: 15 May 2025

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

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

artificial-intelligence attention-mechanisms deep-learning music-synthesis transformers

Last synced: 14 May 2025

https://github.com/zhanghang1989/ResNeSt

ResNeSt: Split-Attention Networks

deep-learning detectron-models pytorch resnest resnet split-attention-networks

Last synced: 08 May 2025

https://github.com/ethen8181/machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

data-science deep-learning jupyter-notebook machine-learning python python3

Last synced: 29 Apr 2025

https://github.com/mrdbourke/zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data Science course.

data-science deep-learning machine-learning

Last synced: 27 Apr 2025

https://github.com/modeltc/lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

deep-learning gpt llama llm model-serving nlp openai-triton

Last synced: 13 May 2025

https://github.com/louisfb01/best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

2022 ai artificial-intelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning neural-network paper papers python sota state-of-art state-of-the-art technology

Last synced: 15 Mar 2025

https://github.com/sbrugman/deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

arxiv deep-learning deep-learning-papers machine-learning neural-networks papers science

Last synced: 28 Sep 2025

https://github.com/open-mmlab/mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

deep-learning object-detection ppyoloe pytorch rotated-object-detection rtmdet yolo yolov5 yolov6 yolov7 yolov8 yolox

Last synced: 14 May 2025

https://github.com/louisfb01/best_ai_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

Last synced: 15 May 2025

https://github.com/tirthajyoti/machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

artificial-intelligence classification clustering data-science decision-trees deep-learning dimensionality-reduction flask k-nearest-neighbours machine-learning matplotlib naive-bayes neural-network numpy pandas pytest random-forest regression scikit-learn statistics

Last synced: 14 May 2025

https://github.com/lululxvi/deepxde

A library for scientific machine learning and physics-informed learning

deep-learning deeponet jax multi-fidelity-data neural-network operator paddle pde physics-informed-learning pinn pytorch scientific-machine-learning tensorflow

Last synced: 11 May 2025

https://github.com/astorfi/deep-learning-roadmap

:satellite: Organized Resources for Deep Learning Researchers and Developers

deep-learning reinforcement-learning

Last synced: 15 May 2025

https://github.com/yanshengjia/ml-road

Machine Learning Resources, Practice and Research

computer-vision deep-learning machine-learning nlp pytorch speech-recognition tensorflow

Last synced: 19 Jul 2025

https://github.com/lucidrains/vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

artificial-intelligence deep-learning pytorch scalar-quantization vector-quantization

Last synced: 16 Jan 2026

https://github.com/open-spaced-repetition/fsrs4anki

A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm

anki anki-addon deep-learning fsrs intelligent-tutoring-system machine-learning memory optimal-control reinforcement-learning spaced-repetition spaced-repetition-algorithm srs

Last synced: 13 May 2025

https://github.com/astorfi/Deep-Learning-Roadmap

:satellite: Organized Resources for Deep Learning Researchers and Developers

deep-learning reinforcement-learning

Last synced: 10 Apr 2025

https://github.com/shenweichen/DeepCTR-Torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

ctr-models deep-learning deepctr deepctr-pytorch deepfm deeprec fibinet torchrec xdeepfm

Last synced: 06 May 2025

https://github.com/girls-in-ai/girls-in-ai

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

deep-learning girl jupyter-notebook kaggle machine-learning python3

Last synced: 15 May 2025

https://github.com/determined-ai/determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

data-science deep-learning distributed-training hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras kubernetes machine-learning ml-infrastructure ml-platform mlops pytorch tensorflow

Last synced: 14 May 2025

https://github.com/jittor/jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

cuda deep-learning gpu jittor python

Last synced: 20 Oct 2025

https://github.com/adambielski/siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

contrastive-loss deep-learning embedding learning-embeddings machine-learning pytorch siamese-network triplet-loss triplet-network

Last synced: 15 May 2025

https://github.com/Jittor/jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

cuda deep-learning gpu jittor python

Last synced: 20 Mar 2025

https://github.com/handong1587/handong1587.github.io

computer-vision deep-learning machine-learning programming

Last synced: 13 Apr 2025

https://github.com/cszn/kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet

Last synced: 14 May 2025

https://github.com/charmve/surface-defect-detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

charmve dataset deep-learning defects image-segmentation paper pcb-surface-defect surface surface-defect-detection surface-defects surface-detection

Last synced: 14 May 2025

https://github.com/fastnlp/fastNLP

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

chinese-nlp deep-learning natural-language-processing nlp-library nlp-parsing text-classification text-processing

Last synced: 07 Apr 2025

https://github.com/FudanNLP/fastNLP

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

chinese-nlp deep-learning natural-language-processing nlp-library nlp-parsing text-classification text-processing

Last synced: 01 Jun 2026

https://github.com/shenweichen/deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

ctr-models deep-learning deepctr deepctr-pytorch deepfm deeprec fibinet torchrec xdeepfm

Last synced: 14 May 2025

https://github.com/yusugomori/deeplearning

Deep Learning (Python, C, C++, Java, Scala, Go)

deep-learning

Last synced: 15 May 2025

https://github.com/tirthajyoti/Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Last synced: 19 Jul 2025

https://github.com/yusugomori/DeepLearning

Deep Learning (Python, C, C++, Java, Scala, Go)

deep-learning

Last synced: 13 May 2025

https://github.com/cysmith/neural-style-tf

TensorFlow (Python API) implementation of Neural Style

convolutional-neural-network deep-learning style-transfer tensorflow

Last synced: 15 May 2025

https://github.com/deepgraphlearning/literaturedl4graph

A comprehensive collection of recent papers on graph deep learning

arxiv deep-learning machine-learning papers

Last synced: 31 Jan 2026

https://github.com/gokumohandas/mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

data-engineering data-quality data-science deep-learning distributed-ml llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 15 May 2025

https://github.com/GokuMohandas/mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

data-engineering data-quality data-science deep-learning distributed-ml llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 27 Mar 2025

https://github.com/tencent/tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

computer-vision database deep-learning

Last synced: 15 May 2025

https://github.com/Tencent/tencent-ml-images

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

computer-vision database deep-learning

Last synced: 05 Apr 2025

https://github.com/DeepGraphLearning/LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

arxiv deep-learning machine-learning papers

Last synced: 14 Mar 2025

https://github.com/onnx/onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

deep-learning nvidia onnx

Last synced: 29 Apr 2025

https://github.com/docarray/docarray

Represent, send, store and search multimodal data

cross-modal data-structures dataclass deep-learning docarray elasticsearch fastapi machine-learning multi-modal multimodal nearest-neighbor-search nested-data neural-search protobuf pydantic pytorch qdrant semantic-search weaviate

Last synced: 12 Jan 2026

https://github.com/ashishpatel26/andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

andrew-ng andrew-ng-course andrew-ng-machine-learning andrewng coursera coursera-machine-learning data-science deep-learning deep-neural-networks dl machine-learning ml neural-network neural-networks numpy pandas python pytorch reinforcement-learning

Last synced: 14 May 2025

https://github.com/bfortuner/ml-glossary

Machine learning glossary

cheatsheets data-science deep-learning deep-learning-tutorial machine-learning neural-network

Last synced: 14 May 2025

https://github.com/tinyvision/damo-yolo

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

damo-yolo deep-learning imagenet nas object-detection onnx pytorch tensorrt yolo yolov5