Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

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.

https://github.com/ljin0429/HIST

Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning [CVPR'22]

cvpr2022 deep-learning graph-neural-networks metric-learning pytorch

Last synced: 08 May 2025

https://github.com/aim-harvard/deepcontrast

A deep learning-based fully-automatic intravenous contrast detection tool for head-and-neck and chest CT scans.

cnn contrast-enhancement ct deep-learning keras-tensorflow

Last synced: 09 Jul 2025

https://github.com/yuanxiaosc/yuanxiaosc.github.io

个人博客；论文；机器学习；深度学习；Python学习；C++学习；

blog deep-learning hexo machine-learning next-theme paper

Last synced: 07 May 2025

https://github.com/ma7555/nndpi

High performance deep packet inspection AI model using neural networks with an embedding layer, 1D Convolution layers and bidirectional gated recurrent unit.

deep-learning deep-neural-networks deep-packet-inspection keras-tensorflow network-security tensorflow tensorflow2

Last synced: 07 May 2025

https://github.com/i008/nyyelp

predicting yelp review rating using recurrent neural networks

deep-learning nlp python recurrent-neural-networks yelp-dataset

Last synced: 17 Jul 2025

https://github.com/ignf/odeon

ODEON is a task-agnostic framework for deep learning applied to remote sensing

deep-learning earth-observation gis pytorch pytorch-lightning rasterio remote-sensing

Last synced: 14 Apr 2025

https://github.com/aws-samples/aws-rosettafold

Infrastructure template and Jupyter notebooks for running RoseTTAFold on AWS Batch.

alphafold2 aws aws-batch deep-learning hpc protein-folding rosettafold

Last synced: 11 Jul 2025

https://github.com/markovka17/vqvae

VQVAE | VAE | GumbelVAE | PixelCNN

deep-learning generative-models pytorch representation-learning

Last synced: 10 Sep 2025

https://github.com/elinx/ugrad

A C++ implementation of the scalar-valued autograd engine micrograd

autodiff autograd deep-learning machine-learning-systems micrograd tinygrad

Last synced: 17 Jan 2026

https://github.com/bzantium/chatbot-seminar

Kakao Chatbot with Deep Learning Tutorials

chatbot-demo deep-learning kakaotalk-bot

Last synced: 05 May 2025

https://github.com/braun-steven/simple-einet

An implementation of EinsumNetworks in PyTorch.

deep-learning einsum machine-learning sum-product-networks

Last synced: 30 Apr 2025

https://github.com/francescosaveriozuppichini/pytorch-2.0-benchmark

Benchmarking PyTorch 2.0 different models

deep-learning neural-network pytorch

Last synced: 07 May 2025

https://github.com/astorfi/tensorflow-world-resources

:satellite: Organized & Useful Resources about Deep Learning with TensorFlow

deep-learning python resources tensorflow

Last synced: 05 May 2025

https://github.com/ethanwharris/stawm

Code for the paper 'A Biologically Inspired Visual Working Memory for Deep Networks'

deep-learning paper pytorch sketches torchbearer visual-attention

Last synced: 08 Jul 2025

https://github.com/cuixuage/machine_learning

Deep Learning and Reinforcement Learning 学习资料

deep-learning machine-learning reinforcement-learning

Last synced: 02 May 2025

https://github.com/tatevkaren/convolutional-neural-network-image_recognition_case_study

Computer Vision Case Study in image recognition to classify an image to a binary class, based on Convolutional Neural Networks (CNN), with TensorFlow and Keras in Python, to identify from an image whether it is an image of a dog or cat. (Includes: Data, Case Study Paper, Code)

case-study cnn cnn-for-visual-recognition cnn-model computer-vision convolutional-neural-networks deep-learning image-recognition keras machine-learning prediction python tensorflow tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/jeffreyksmithjr/galapagos_nao

A playground for continual, interactive neuroevolution

caffe2 cntk deep-learning elixir gluon mxnet neuroevolution pytorch

Last synced: 13 Apr 2025

https://github.com/myavartanoo/PolyNet_PyTorch

Official implementation of the paper "PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation" (3DV 2021)

deep-learning graphcnn graphconv pytorch

Last synced: 20 Mar 2025

https://github.com/epwalsh/batched-fn

🦀 Rust server plugin for deploying deep learning models with batched prediction

batching deep-learning rust

Last synced: 28 Apr 2025

https://github.com/levnikmyskin/that_metric_timeline

That Metric Timeline (TMT) is a Python library aimed at the machine/deep learning practitioner/researcher. It helps tracking experiments, saving code, metrics and results

deep-learning machine-learning python utility-library

Last synced: 14 Jan 2026

https://github.com/koflera/dynamicradcinemri

Implementation of an iterative network for image reconstruction in 2D radial cardiac cine MRI.

deep-learning image-reconstruction mri neural-networks

Last synced: 14 Jun 2025

https://github.com/liuruoze/HierNet-SC2

(AAAI'2019) The codes, models, logs, and data for an extended paper of the original paper "On Reinforcement Learning for Full-length Game of StarCraft". AAAI = AAAI Conference on Artificial Intelligence.

deep-learning deep-neural-networks deep-reinforcement-learning hierarchical-reinforcement-learning reinforcement-learning starcraft-ii starcraft2 starcraft2-agents starcraft2-ai

Last synced: 29 Apr 2025

https://github.com/lucidrains/deep-linear-network

A simple implementation of a deep linear Pytorch module

artificial-intelligence deep-learning pytorch

Last synced: 14 Jun 2025

https://github.com/314arhaam/burger-pinn

A Physics-Informed Neural Network for solving Burgers' equation.

burgers-equation deep-learning machine-learning neural-network physics-informed-neural-networks

Last synced: 08 Jun 2026

https://github.com/leonericsson/llmcontext

:anger: Pressure testing the context window of open LLMs

deep-learning huggingface-transformers jupyter-notebook llm mistral-7b

Last synced: 10 Oct 2025

https://github.com/jingdao/point_cloud_scene_completion

Point Cloud Scene Completion of Obstructed Building Facades with Generative Adversarial Inpainting

building-facade deep-learning generative-adversarial-network point-cloud scene-completion

Last synced: 05 Feb 2026

https://github.com/abhi227070/image-generation-using-gan-gen-ai-project-

Gen AI uses GANs to generate CIFAR-10-like images. The custom GAN model comprises a Generator and a Discriminator. Users can train the model and generate images using Jupyter Notebooks or Google Colab.

deep-learning deep-neural-networks deeplearning generative-adversarial-network generative-ai generative-ai-projects generative-art generative-model image-generation image-generation-ai

Last synced: 09 Oct 2025

https://github.com/leonard-gleyzer/connex

Fine-grained, dynamic control of neural network topology in JAX.

deep-learning jax neural-networks

Last synced: 14 Jan 2026

https://github.com/spaceml-org/missing-pixel-filler

missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.

aqua arxiv deep-learning keras machine-learning python remote-sensing satellite-imagery swath-gaps tensorflow terra uc-mercer-land uc-mercer-visualization

Last synced: 08 Jan 2026

https://github.com/chandlerbang/pytorch-gnn-meta-attack

Pytorch implementation of gnn meta attack (mettack). Paper title: Adversarial Attacks on Graph Neural Networks via Meta Learning.

adversarial-attacks deep-learning graph-mining graph-neural-networks machine-learning pytorch

Last synced: 08 Apr 2025

https://github.com/tonysy/plusseg

ShanghaiTech PLUS Lab Segmentation Toolbox and Benchmark

artificial-intelligence cityscapes computer-vision deep-learning neural-network semantic-segmentation

Last synced: 04 Oct 2025

https://github.com/mr-easy/badminton-stroke-classification

Classifying badminton strokes based on accelorometer and gyroscope sensor data attached to player's wrist. An end-to-end Machine Learning project, from data collection and preprocessing to final model evaluation.

badminton-stroke-classification data-analysis data-analytics data-science deep-learning machine-learning model-evaluation notebook project time-series-analysis tutorial

Last synced: 31 Aug 2025

https://github.com/raahii/evan

:mag: python package to evaluate GANs for video generation

deep-learning deep-neural-networks gan gans generative-adversarial-network video video-generation videos

Last synced: 16 Jan 2026

https://github.com/farzinkh/partial_discharge

This repository maintain codes and logs for "Partial Discharge Localization in Power Transformer Tanks Using Machine Learning Methods" article.

3d-models article deep-learning machine-learning partial-discharge-localization signal-processing transfer-learning

Last synced: 01 May 2025

https://github.com/engineeringsoftware/roosterize

Tool for suggesting lemma names in Coq verification projects

coq deep-learning machine-learning mathcomp name-generation neural-networks pytorch serapi

Last synced: 21 Feb 2026

https://github.com/rodrigoberriel/satellite-crosswalk-classification

Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification (GRSL, 2017)

dataset deep-learning remote-sensing satellite-imagery

Last synced: 23 Apr 2025

https://github.com/quic/sense-ios

Enhance your iOS app with the ability to see and interact with humans using the RGB camera.

computer-vision coreml deep-learning edge-computing gesture-recognition mobile-ai

Last synced: 12 Aug 2025

https://github.com/vyomshm/cats-dogs-with-keras

An image classifier to identify pictures of cats and dogs absed on very little data.(inspired by fchollet's blog on blog.keras.io)

cats-dogs convolutional-neural-networks deep-learning keras tensorflow

Last synced: 22 Apr 2025

https://github.com/autonomio/studio

GUI for Keras and TensorFlow with integrated hyperparameter optimization and NLP

ai artificial-intelligence data-science deep-learning hyperparameter-optimization hyperparameter-tuning keras tensorflow

Last synced: 07 Apr 2025

https://github.com/shariqfarooq123/localbins

Official implementation of "LocalBins: Improving Depth Estimation by Learning Local Distributions"

adaptive-bins deep-learning monocular-depth neural-networks single-image-depth-prediction

Last synced: 05 May 2025

https://github.com/borchero/pyblaze

Large-Scale Machine and Deep Learning in PyTorch.

deep-learning machine-learning pytorch

Last synced: 01 May 2025

https://github.com/koil-music/regroove-m4l

Regroove is a Max for Live device that generates expressive drum rhythms using a learned understanding of groove ♬

ableton deep-learning maxmsp music sequencer

Last synced: 17 Mar 2025

https://github.com/AmirAbaskohi/Automatic-Speech-recognition-for-Speech-Assessment-of-Persian-Preschool-Children

Preschool evaluation is crucial because it gives teachers and parents influential knowledge about children's growth and development. The COVID-19 pandemic has highlighted the necessity of online assessment for preschool children. One of the areas that should be tested is their ability to speak. Employing an Automatic Speech Recognition (ASR) system would not help since they are pre-trained on voices that differ from children's in terms of frequency and amplitude. Because most of these are pre-trained with data in a specific range of amplitude, their objectives do not make them ready for voices in different amplitudes. To overcome this issue, we added a new objective to the masking objective of the Wav2Vec 2.0 model called Random Frequency Pitch (RFP). In addition, we used our newly introduced dataset to fine-tune our model for Meaningless Words (MW) and Rapid Automatic Naming (RAN) tests. Using masking in concatenation with RFP outperforms the masking objective of Wav2Vec 2.0 by reaching a Word Error Rate (WER) of 1.35. Our new approach reaches a WER of 6.45 on the Persian section of the CommonVoice dataset. Furthermore, our novel methodology produces positive outcomes in zero- and few-shot scenarios.

asr dataset deep-learning speech-recognition wav2vec2

Last synced: 08 Jul 2025

https://github.com/joisino/gnnrecover

Code for "Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure" (ICML 2023)

deep-learning embeddings gnn graph-neural-networks machine-learning node-embeddings pytorch

Last synced: 11 Jul 2025

https://github.com/jh-jeong/smoothmix

Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)

adversarial-defense deep-learning machine-learning neurips-2021 paper randomized-smoothing robustness

Last synced: 15 Aug 2025

https://github.com/shashikg/3d-human-pose-estimation-using-multi-camera

Estimate 3D human poses from video recorded using multiple camera system

computer-vision deep-learning pose-estimation

Last synced: 18 Mar 2025

https://github.com/chenriwei/videoface

let machine learning help you watching video.

deep-learning face-analysis smart-video

Last synced: 11 Apr 2025

https://github.com/verifid/facereg

Python module for face recognition with OpenCV and Deep Learning.

cnn-for-visual-recognition computer-vision deep-learning face-recognition hog-features opencv

Last synced: 09 Oct 2025

https://github.com/jacobhinkle/lagomorph

Image Registration and Computational Anatomy in PyTorch

computer-vision deep-learning image-registration medical-imaging pytorch

Last synced: 26 Feb 2026

https://github.com/npurson/hello-dian.ai

👋 Lab assignments for Introduction Course of Dian.ai (Dian AI Group).

deep-learning neural-network

Last synced: 10 Oct 2025

https://github.com/sksq96/deep-rl-quadcopter

Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!

ddpg deep-deterministic-policy-gradient deep-learning deep-reinforcement-learning reinforcement-learning

Last synced: 27 Feb 2026

https://github.com/amanpriyanshu/fedpaq-mnist-implemenation

An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clients to be selected), t (local epochs) and s (Quantizer levels))

deep-learning edge-computing federated-learning machine-learning periodic-averaging quantization

Last synced: 06 Oct 2025

https://github.com/graphcore-research/jax-experimental

JAX for Graphcore IPU (experimental)

ai deep-learning graphcore ipu jax machine-learning

Last synced: 17 Jan 2026

https://github.com/e1evenn/shinnosuke

A keras-like API deep learning framework,realized by Numpy only.Support CNN, RNN, LSTM, Dense, etc.

deep-learning deep-learning-algorithms deep-learning-framework deep-learning-library deep-learning-tutorial deep-neural-networks

Last synced: 01 Sep 2025

https://github.com/schornacklabslcu/amfinder

The Automatic Mycorrhiza Finder (AMFinder) allows for automatic computer vision-based identification and quantification of AM fungal colonisation and intraradical hyphal structures on ink-stained root images using convolutional neural networks.

deep-learning gtk2 image-analysis keras microscopy mycorrhiza neural-networks ocaml python3

Last synced: 12 May 2025

https://github.com/dhruvdcoder/wandb-allennlp

Utilities and boilerplate code to use wandb with allennlp

allennlp deep-learning machine-learning sweep wandb

Last synced: 11 Sep 2025

https://github.com/neonwatty/control-notes

Notes on topics ranging from Recurrent Newtorks to Automatic Control and Reinforcement Learning

automatic-control deep-learning dynamic-programming dynamic-systems jupyter-notebook machine-learning python recurrent-neural-networks reinforcement-learning

Last synced: 18 Mar 2025

https://github.com/ahmdtaha/simsiam

Pytorch implementation of Exploring Simple Siamese Representation Learning

deep-learning deep-neural-networks python python3 pytorch pytorch-implementation self-supervised self-supervised-learning simsiam

Last synced: 22 Jul 2025

https://github.com/bdusell/grefenstette-stack-lstm

DyNet implementation of stack LSTM experiments by Grefenstette et al.

deep-learning dynet neural-networks nlp nlp-machine-learning rnn

Last synced: 09 Apr 2025

https://github.com/briand-hub/esp32ai

C++17 Neural Network (NN), Convolutional Neural Network (CNN) and Deep Learning for Esp32 on IDF from scratch

ai artificial-intelligence artificial-neural-networks cnn convolutional-neural-network deep-learning esp-idf esp32 esp32s3 idf neural-network

Last synced: 05 Jul 2025

https://github.com/ajhamdi/vointcloud

Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding (ICLR 2023)

3d 3d-deep-learning 3d-point-clouds deep-learning iclr

Last synced: 04 Feb 2026

https://github.com/theankurgoswami/face-recognition-using-facenet

This face recognition system is implemented upon a pre-trained FaceNet model achieving a state-of-the-art accuracy. This system comes with both Live recognition & Image recognition.

computer-vision deep-learning face-detection face-recognition facenet-model opencv-python python-3-6

Last synced: 09 Apr 2025

https://github.com/sukanyabag/covid19-detection-using-x-rays-webapp

In this repo, you will see how to automatically detect COVID-19 in a hand-created X-ray image dataset using Keras, TensorFlow, and Deep Learning.

convolutional-neural-networks covid-19 deep-learning flask-application kaggle-dataset keras-tensorflow machine-learning

Last synced: 24 Apr 2025

https://github.com/zht007/tensorflow-2.x-vs-pytorch-comparison-tutorials

Tensorflow 2.x 和 PyTorch 对比学习教程。小孩才做选择，成年人全都要。

deep-learning machine-learning neural-network pytorch tensorflow

Last synced: 10 Jul 2025

https://github.com/l-m-sherlock/hitszqabot

招生咨询信息问答系统

deep-learning natural-language-processing qqbot

Last synced: 30 Apr 2025

https://github.com/IGNF/odeon

ODEON is a task-agnostic framework for deep learning applied to remote sensing

deep-learning earth-observation gis pytorch pytorch-lightning rasterio remote-sensing

Last synced: 08 May 2025

https://github.com/bobholamovic/cdlab-pp

Remote sensing change detection using PaddlePaddle

change-detection deep-learning paddlepaddle remote-sensing

Last synced: 11 Apr 2025

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 awesome-ai-in-finance 208 Awesome-Prompt-Engineering 457 learn-ai-engineering 114 Awesome-Geospatial 1,525 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,102 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 Awesome-Deblurring 444 awesome-anomaly-detection 138 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-World-Model 725 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559
Deep learning Categories
Papers 9,013 Uncategorized 8,850 fl in top-tier journal 3,255 Books 2,527 A01_文本生成_文本对话 2,414 **Literature and Codes** 2,279 Repos 1,864 NLP 1,859 Conference Papers 1,721 Table of Contents 1,648 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Attack 1,075 Deep Learning 1,067 Research Papers 999 Year 2023 894 Citing 888 Robust Machine Learning in Medical Domain 841 Researchers 830