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: 2026-07-01 00:07:47 UTC
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https://github.com/ferreirafabio/video2tfrecord

Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.

deep-learning neural-network opencv optical-flow preprocessor tensorflow tensorflow-tfrecords video-understanding

Last synced: 07 Apr 2025

https://github.com/waleedka/modern-deep-learning-docker

Modern Deep Learning Docker Image

deep-learning docker-image python

Last synced: 07 Apr 2025

https://github.com/dr413677671/PromptGallery-stable-diffusion-webui

A prompt cookbook worked as stable-diffusion-webui extenstions.

computer-vision deep-learning gan gradio image-generation stable-diffusion stable-diffusion-webui stable-diffusion-webui-plugin vuejs

Last synced: 18 Jul 2025

https://github.com/harry24k/pgd-pytorch

A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"

adversarial-attacks deep-learning pytorch

Last synced: 07 Sep 2025

https://github.com/google-research/reverse-engineering-neural-networks

A collection of tools for reverse engineering neural networks.

deep-learning interpretability machine-learning

Last synced: 07 Apr 2025

https://github.com/minerva-ml/open-solution-toxic-comments

Open solution to the Toxic Comment Classification Challenge

challenge competition data-science deep-learning ensemble-model kaggle kaggle-competition machine-learning neptune nlp pipeline prediction python python3

Last synced: 19 Jul 2025

https://github.com/kootenpv/TwitterQA

Deep learning based Twitter Imposter Chatbot

deep-learning machine-learning neural-network twitter

Last synced: 24 Apr 2025

https://github.com/decile-team/distil

DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.

active-learning deep-learning reducing-labeling-costs

Last synced: 07 Apr 2026

https://github.com/real-stanford/decentralized-multiarm

[CoRL 2020] Learning a Decentralized Multiarm Motion Planner

deep-learning motion-planning multiagent-reinforcement-learning pytorch robotics

Last synced: 13 Mar 2026

https://github.com/kibae/onnxruntime-server

ONNX Runtime Server: The ONNX Runtime Server is a server that provides TCP and HTTP/HTTPS REST APIs for ONNX inference.

ai contributions-welcome cuda deep-learning inference-server machine-learning nueral-networks onnx onnxruntime

Last synced: 05 Apr 2025

https://github.com/dr413677671/promptgallery-stable-diffusion-webui

A prompt cookbook worked as stable-diffusion-webui extenstions.

computer-vision deep-learning gan gradio image-generation stable-diffusion stable-diffusion-webui stable-diffusion-webui-plugin vuejs

Last synced: 21 Aug 2025

https://github.com/pietrobarbiero/pytorch_explain

PyTorch Explain: Interpretable Deep Learning in Python.

deep-learning entropy explainability explainable-ai interpretability interpretable-ai interpretable-deep-learning interpretable-machine-learning lens logic machine-learning neural-network python pytorch sympy

Last synced: 06 Apr 2025

https://github.com/imoonlab/hyper-yolo

The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".

computer-vision deep-learning hypergraph-neural-networks object-detection yolo

Last synced: 05 Apr 2025

https://github.com/imteekay/machine-learning-research

✨ ML/AI Research

data-science deep-learning machine-learning python science

Last synced: 05 Apr 2025

https://github.com/lucasdelimanogueira/PyNorch

Recreating PyTorch from scratch (C/C++, CUDA, NCCL and Python, with multi-GPU support and automatic differentiation!)

c cuda deep-learning neural-network python pytorch

Last synced: 15 Sep 2025

https://github.com/hcnoh/gail-pytorch

A simple implementation of Generative Adversarial Imitation Learning with PyTorch

deep-learning deep-reinforcement-learning gail imitation-learning openai-gym pytorch reinforcement-learning

Last synced: 30 Apr 2025

https://github.com/sebastianruder/sluice-networks

Code for Sluice networks: Learning what to share between loosely related tasks

deep-learning machine-learning multi-task-learning natural-language-processing transfer-learning

Last synced: 24 Mar 2025

https://github.com/zhenye-na/advanced-deep-learning-and-reinforcement-learning-deepmind

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

deep-learning deep-reinforcement-learning deepmind reinforcement-learning ucl

Last synced: 02 May 2025

https://github.com/lucidrains/transganformer

Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper

artificial-intelligence attention-mechanism deep-learning generative-adversarial-networks transformers

Last synced: 30 Apr 2025

https://github.com/nyumedml/cnn_design_for_ad

Code for "Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs"

alzheimer-disease artificial-intelligence brain-mri clinical-data convolutional-neural-networks deep-learning dementia medical-imaging mild-cognitive-impairment mri

Last synced: 20 Jun 2025

https://github.com/tonybeltramelli/deep-lyrics

Lyrics Generator aka Character-level Language Modeling with Multi-layer LSTM Recurrent Neural Network

deep-learning language-modeling natural-language-processing recurrent-neural-networks tensorflow

Last synced: 26 Jun 2025

https://github.com/osainz59/ask2transformers

A Framework for Textual Entailment based Zero Shot text classification

deep-learning mnli natural-language-processing nlp nlp-tool nlp-tools pytorch relation-extraction text-classification topic-classification topic-modeling transformers zero-shot

Last synced: 31 Aug 2025

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

Implementation of ETSformer, state of the art time-series Transformer, in Pytorch

artificial-intelligence deep-learning exponential-smoothing time-series transformers

Last synced: 07 Apr 2025

https://github.com/cosmic-cortex/pytorch-unet

2D and 3D UNet implementation in PyTorch.

convolutional-neural-networks deep-learning deep-neural-networks pytorch semantic-segmentation unet

Last synced: 07 May 2025

https://github.com/Raymond-sci/AND

Official Pytorch Implementation for ICML'19 paper: Unsupervised Deep Learning by Neighbourhood Discovery

deep-learning machine-learning unsupervised-learning

Last synced: 16 Nov 2025

https://github.com/ajikan/ScribeAI

ChatGPT extension for VSCode.

ai chat-application chatbot chatgpt codex copilot deep-learning gpt gpt-3 machine-learning openai reinforcement-learning visual-studio-code vscode vscode-extension

Last synced: 24 Jul 2025

https://github.com/S-aiueo32/lpips-pytorch

A simple and useful implementation of LPIPS.

deep-learning deep-neural-networks lpips perceptual-metric perceptual-similarity

Last synced: 29 Apr 2025

https://github.com/DarshanDeshpande/jax-models

Unofficial JAX implementations of deep learning research papers

artificial-intelligence computer-vision convolutional-neural-networks deep-learning flax jax machine-learning research-paper-implementation transformers

Last synced: 13 May 2025

https://github.com/AllenXiangX/SnowflakeNet

(TPAMI 2023) Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer

3dvision deep-learning iccv2021 point-cloud-completion pytorch tpami2023 transformers

Last synced: 09 May 2025

https://github.com/cm-bf/featureflow

A state-of-the-art Video Frame Interpolation Method using feature flows blending. （CVPR 2020)

deep-learning feature-flow pytorch slow-motion video-frame-interpolation

Last synced: 13 Apr 2025

https://github.com/arthurdouillard/cvpr2021_plop

Official code of CVPR 2021's PLOP: Learning without Forgetting for Continual Semantic Segmentation

computer-vision continual-learning cvpr2021 deep-learning semantic-segmentation

Last synced: 21 Jun 2025

https://github.com/jgraving/selfsne

Self-Supervised Noise Embeddings (Self-SNE)

clustering contrastive-learning deep-learning dimensionality-reduction embedding-models machine-learning self-supervised-learning

Last synced: 13 Dec 2025

https://github.com/philipperemy/tensorflow-class-activation-mapping

Learning Deep Features for Discriminative Localization (2016)

cnn deep-learning discriminative-image-regions lenet machine-learning tensorflow

Last synced: 20 Aug 2025

https://github.com/cjbayron/autochord

Automatic Chord Recognition tools - ISMIR2021 Late-Breaking Demo presentation

chord-estimation chord-recognition deep-learning machine-learning mir music-information-retrieval

Last synced: 14 Jan 2026

https://github.com/vintasoftware/entity-embed

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

approximate-nearest-neighbors data-matching deduplication deep-learning embeddings entity-matching entity-resolution python pytorch record-linkage representation-learning

Last synced: 08 Oct 2025

https://github.com/ameraner/dsen2-cr

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

cloud-removal deep-learning optical residual-neural-network sar satellite satellite-data satellite-imagery sentinel sentinel-1 sentinel-2

Last synced: 10 May 2025

https://github.com/sysbiochalmers/dlkcat

Deep learning and Bayesian approach applied to enzyme turnover number for the improvement of enzyme-constrained genome-scale metabolic models (ecGEMs) reconstruction

bayesian deep-learning enzyme-constraints enzyme-turnover-number kcat kinetics

Last synced: 29 Jul 2025

https://github.com/epic-kitchens/epic-kitchens-55-annotations

🍴 Annotations for the EPIC KITCHENS-55 Dataset.

action-recognition dataset deep-learning egocentric egocentric-action-recognition first-person-video object-detection video

Last synced: 19 Jul 2025

https://github.com/grib0ed0v/face_recognition.pytorch

Deep Face Recognition in PyTorch

am-softmax arcface center-loss computer-vision cosface deep-face-recognition deep-learning face-recognition focal-loss landmark-detection lfw metric-learning mobilefacenet pytorch sphereface sv-softmax vggface2

Last synced: 20 Nov 2025

https://github.com/karan-malik/facemaskdetector

Real time face-mask detection using Deep Learning and OpenCV

cnn cnn-keras coding computer-vision convolutional-neural-networks coronavirus covid-19 covid19 deep-learning deep-neural-networks face-mask-detection opencv project python python3

Last synced: 09 Apr 2025

https://github.com/kayoyin/transformer-slt

Sign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)

deep-learning machine-learning neural-machine-translation sign-language-translation transformer

Last synced: 22 Dec 2025

https://github.com/clearml/clearml-serving

ClearML - Model-Serving Orchestration and Repository Solution

ai clearml deep-learning devops kubernetes machine-learning mlops model-serving serving serving-ml serving-pytorch-models tensorflow-serving triton triton-inference-server

Last synced: 17 Jun 2025

https://github.com/nl8590687/machine-learning-tutorial-chinese

专门面向中文用户的机器学习相关的学习资料大集合

artificial-intelligence deep-learning machine-learning tutorials

Last synced: 17 Aug 2025

https://github.com/openmined/syft.js

The official Syft worker for Web and Node, built in Javascript

deep-learning hacktoberfest javascript privacy syft typescript

Last synced: 26 Oct 2025

https://github.com/lucasdelimanogueira/pynorch

Recreating PyTorch from scratch (C/C++, CUDA, NCCL and Python, with multi-GPU support and automatic differentiation!)

c cuda deep-learning neural-network python pytorch

Last synced: 07 Jul 2025

https://github.com/sanyam5/arc-pytorch

The first public PyTorch implementation of Attentive Recurrent Comparators

computer-vision deep-learning deep-neural-networks machine-learning pytorch recurrent-neural-networks

Last synced: 19 Jul 2025

https://github.com/FreshAirTonight/af2complex

Predicting direct protein-protein interactions with AlphaFold deep learning neural network models.

alphafold2 bioinformatics deep-learning protein-complexes protein-protein-docking protein-protein-interaction protein-structure-prediction

Last synced: 01 May 2025

https://github.com/vita-group/deep-k-means-pytorch

[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"

compression convolutional-neural-networks deep-learning neural-network-compression paper pytorch tensorflow

Last synced: 19 Apr 2025

https://github.com/devrimcavusoglu/pybboxes

Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.

computer-vision deep-learning image-recognition machine-learning numpy python pytorch tensorflow

Last synced: 08 Apr 2025

https://github.com/flowingsun007/deeplearningtutorial

Talk is cheap,show me the code ! Deep Learning,Leaning deep,Have fun!

cnn convolutional-neural-networks deep deep-learning deep-learning-tutorial machine-learning object-detection

Last synced: 21 Aug 2025

https://github.com/jpuigcerver/laia

Laia: A deep learning toolkit for HTR based on Torch

deep-learning htr torch

Last synced: 11 Apr 2025

https://github.com/ndrplz/machine_learning_lectures

Collection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.

deep-learning deep-learning-tutorial deep-neural-networks lecture-material lecture-notes machine-learning machine-learning-algorithms machine-learning-tutorials reinforcement-learning tensorflow tensorflow-tutorials tutorial-exercises tutorials

Last synced: 02 May 2025

https://github.com/deepakkumar1984/MxNet.Sharp

.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/

csharp-bindings deep-learning gluon image-classification machine-learning mxnet neural-network object-detection

Last synced: 29 Apr 2025

https://github.com/deepakkumar1984/mxnet.sharp

.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/

csharp-bindings deep-learning gluon image-classification machine-learning mxnet neural-network object-detection

Last synced: 15 Dec 2025

https://github.com/hcnoh/knowledge-tracing-collection-pytorch

A collection of Knowledge Tracing model implementations with PyTorch

deep-learning dkt dkt-plus dkvmn gkt knowledge-tracing kqn pytorch sakt

Last synced: 10 Oct 2025

https://github.com/rishit-dagli/fast-transformer

An implementation of Additive Attention

artificial-intelligence attention-mechanism deep-learning keras machine-learning tensorflow transformers

Last synced: 11 Jun 2025

https://github.com/cahya-wirawan/indonesian-language-models

Indonesian Language Models and its Usage

deep-learning fastai huggingface-transformers language-model machine-learning nlp pytorch transformer

Last synced: 27 Oct 2025

https://github.com/TIGER-AI-Lab/ImagenHub

A one-stop library to standardize the inference and evaluation of all the conditional image generation models. (ICLR 2024)

deep-learning diffusion-models generative-ai generative-art image-editing image-generation pytorch stable-diffusion

Last synced: 18 Jul 2025

https://github.com/liyupi/ai-guide

鱼皮的 AI 知识库，汇总热门的 AI 大模型和工具，比如 Deepseek 使用指南、提示词技巧分享、知识干货、应用场景、AI 变现、行业资讯、教程资源等一系列内容，帮助你快速掌握 AI 技术，走在时代前沿。涉及的大模型：chatGPT、Deepseek、Deepseek-r1、QWEN、GROK 等等

ai algorithm artificial-intelligence chatgpt deep-learning deepseek deepseek-r1 generative-ai gpt llm openai python vue vuepress

Last synced: 29 Mar 2025

https://github.com/satellite-image-deep-learning/software

Software for working with satellite & aerial imagery ML datasets

annotation annotation-processing deep-learning geospatial machine-learning

Last synced: 25 Jan 2026

https://github.com/tariqdaouda/mariana

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

artificial-intelligence artificial-neural-networks data-science deep-learning deep-learning-algorithms deep-learning-library deep-neural-networks deeplearning machine-learning machine-learning-algorithms machinelearning python theano

Last synced: 12 Apr 2025

https://github.com/csinva/gpt-paper-title-generator

Generating paper titles (and more!) with GPT trained on data scraped from arXiv.

ai artificial-intelligence deep-learning generative-models gpt-2 machine-learning ml natural-language-processing neural-network nlp-machine-learning tensorflow tensorflow-experiments text-generation title-generation transformer

Last synced: 10 Aug 2025

https://github.com/fastmachinelearning/qonnx

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

deep-learning fpga inference machine-learning onnx quantization quantized-neural-networks

Last synced: 16 May 2025

https://github.com/ai4ce/disconet

[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception

3d-object-detection 3d-scene-understanding autonomous-driving collaborative-learning communication-networks computer-vision deep-learning graph graph-learning knowledge-distillation multi-agent-learning multi-agent-perception multi-agent-system point-cloud-processing v2v v2x-communication

Last synced: 24 Feb 2026

https://github.com/coreylammie/memtorch

A Simulation Framework for Memristive Deep Learning Systems

deep-learning memristive-devices memristor pytorch-machine-learning rram rram-modeling simulation-framework

Last synced: 25 Oct 2025

https://github.com/skalskip/sketchy-vision

Each week I create sketches covering key Computer Vision concepts. If you want to learn more about CV stick around!

computer-vision convolutional-neural-networks deep-learning neural-network non-maximum-suppression numpy object-detection

Last synced: 14 Apr 2025

https://github.com/hav4ik/Hydra

Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

deep-learning multi-objective-optimization multi-task-learning neural-architecture-search pytorch

Last synced: 08 May 2025

https://github.com/smilelab-fl/fedlab-benchmarks

Standard federated learning implementations in FedLab and FL benchmarks.

deep-learning federated-learning fedlab pytorch-implementation

Last synced: 09 Apr 2025

https://github.com/hzwer/wacv2024-safa

WACV2024 - Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution

computer-vision deep-learning super-resolution video-processing

Last synced: 05 Apr 2025

https://github.com/wogong/pytorch-dann

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

deep-learning domain-adaptation generative-adversarial-network pytorch

Last synced: 17 Oct 2025

https://github.com/mrgeislinger/flatiron-school-data-science-curriculum-resources

Lesson material on data science and machine learning topics/concepts

data-science data-visualization deep-learning gradient-descent learning linear-regression machine-learning neural numpy pandas sql statistical-distributions statistics

Last synced: 12 May 2025

https://github.com/vzhong/dashboard

Utilities and monitors for machine learning experiments, web client included.

deep-learning firebase job-board machine-learning

Last synced: 26 Apr 2026

https://github.com/1adrianb/binary-face-alignment

Real time face alignment

binary-convolutions computer-vision convolutional-neural-networks deep-learning face-alignment torch7

Last synced: 25 Jun 2025

https://github.com/OpenMined/syft.js

The official Syft worker for Web and Node, built in Javascript

deep-learning hacktoberfest javascript privacy syft typescript

Last synced: 13 May 2025

https://shubhtuls.github.io/volumetricPrimitives/

Code release for "Learning Shape Abstractions by Assembling Volumetric Primitives " (CVPR 2017)

3d-representation abstraction deep-learning unsupervised-learning

Last synced: 20 Nov 2025

https://github.com/gmkim-ai/Diffusion-Video-Autoencoders

An official implementation of "Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding" (CVPR 2023) in PyTorch.

cvpr2023 deep-learning pytorch video

Last synced: 28 Mar 2025

https://github.com/nathanrooy/evolving-simple-organisms

Evolving simple organisms using a genetic algorithm and deep learning from scratch with python

deep-learning evolutionary-optimization genetic-algorithm neural-network python tutorial

Last synced: 03 Sep 2025

https://github.com/mim-solutions/bert_for_longer_texts

BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.

bert deep-learning machine-learning natural-language-processing nlp pytorch roberta text-classification transfer-learning transformers

Last synced: 07 Apr 2026

https://github.com/ultralytics/hub

Ultralytics HUB tutorials and support

artificial-intelligence deep-learning deploy hub machine-learning train ultralytics yolov5 yolov8

Last synced: 04 Apr 2025

https://github.com/kashif/firedup

Clone of OpenAI's Spinning Up in PyTorch

deep-learning pytorch reinforcement-learning spinningup

Last synced: 10 Apr 2025

https://github.com/kyegomez/andromeda

An all-new Language Model That Processes Ultra-Long Sequences of 100,000+ Ultra-Fast

agi artificial-general-intelligence artificial-intelligence artificial-intelligence-algorithms deep-learning gpt-4 language-model large-language-models multi-modality multimodal neural-networks transformer

Last synced: 06 Apr 2025

https://github.com/sbrunk/storch

GPU accelerated deep learning and numeric computing for Scala 3.

deep-learning gpu machine-learning neural-network scala tensor

Last synced: 18 Jul 2025

https://github.com/biomedsciai/fuse-med-ml

A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)

ai cmmd collaboration ct deep-learning fuse fuse-med-ml fusemedml hacktoberfest healthcare isic knight-challenge machine-learning medical medical-imaging multimodality python pytorch stoic vision

Last synced: 16 May 2025

https://github.com/niekverw/Deep-Learning-Based-ECG-Annotator

Annotation of ECG signals using deep learning, tensorflow’ Keras

annotations deep-learning ecg ecg-data electrocardiogram example keras-tutorials lstm peak peaks qrs-detection segmentation tensorflow time-series tutorial wfdb

Last synced: 19 Jul 2025

https://github.com/vbalnt/tfeat

TFeat descriptor models for BMVC 2016 paper "Learning local feature descriptors with triplets and shallow convolutional neural networks"

deep-learning descriptor pytorch tfeat-descriptor triplets

Last synced: 20 Nov 2025

https://github.com/fuzailpalnak/building-footprint-segmentation

Building footprint segmentation from satellite and aerial imagery

building-footprint-segmentation building-footprints deep-learning gis pytorch satellite-imagery satellite-imagery-segmentation semantic-segmentation

Last synced: 07 Apr 2025

https://github.com/ai4ce/DiscoNet

[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception

Last synced: 20 Mar 2025

https://github.com/keonlee9420/comprehensive-e2e-tts

A Non-Autoregressive End-to-End Text-to-Speech (text-to-wav), supporting a family of SOTA unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate E2E-TTS

deep-learning end-to-end fastspeech2 hifi-gan jets multi-speaker neural-tts non-ar non-autoregressive pytorch single-speaker sota speech-synthesis text-to-speech text-to-wav tts ultimate-tts unsupervised