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/kredde/pytorch-lightning-hydra-mlflow

PyTorch Lightning + Hydra + MLFlow - Deep learning template

config deep-learning hydra mlflow pytorch pytorch-lightning research template

Last synced: 29 Jun 2025

https://github.com/pizaariaaa/garbage-classification

Python notebook about garbage detection based on convolutional neural network

convolutional-neural-networks deep-learning garbage-classification jupyter-notebook machine-learning python

Last synced: 15 Apr 2025

https://github.com/rcarmo/azure-toolbox

A Docker container with Azure Resource Manager administration tools and a machine/deep learning stack

azure cntk deep-learning machine-learning tensorflow toolbox vnc-server

Last synced: 23 Mar 2025

https://github.com/giakoumoglou/classification

Classification of the MNIST dataset using various Deep Learning techniques

classification cnn contrastive-learning deep-learning mnist multiple-instance-learning pytorch simclr

Last synced: 14 Apr 2025

https://github.com/mansi-k/stutter-therapy

Developed and trained Gated-CNN models to detect types of stutter in speech and SVM classifier to suggest new therapies to the user according to his stutter type and severity

andoid-app audio-processing cnn deep-learning gru keras mfcc-analysis stutter-detection stutter-therapy svm

Last synced: 31 Aug 2025

https://github.com/venkatasivanaga/fueldeep3d

R package for LiDAR point-cloud processing and deep-learning inference for 3D fuel mapping.

deep-learning forestry fuels geospatial lidar lidr point-cloud pytorch r remote-sensing reticulate rgl segmentation

Last synced: 25 Jun 2026

https://github.com/otonomee/streamstem

Implements ML audio separation algorithm on audio from YouTube or Spotify resulting in "stems" for download (e.g. vocals, drums, bass) in MP3, WAV or FLAC.

audio-classification deep-learning demucs fastapi machine-learning source-separation spotify-stemmer youtube-stemmer

Last synced: 26 Oct 2025

https://github.com/lon9/waifu2x-go

waifu2x implemented in Go

deep-learning golang waifu2x

Last synced: 17 Mar 2026

https://github.com/smith42/xdf-gan

A GAN for the generation of mock astronomical surveys

astronomy deep-learning gan machine-learning

Last synced: 27 Oct 2025

https://github.com/techtonique/nnetsauce

Statistical/Machine Learning using Randomized and Quasi-Randomized (neural) networks (currently Python & R)

deep-learning machine-learning neural-networks quasi-randomized statistical-learning

Last synced: 21 Oct 2025

https://github.com/yogayu/deeplearningcourse

[GSoC2019 with Red Hen Lab] A Deep Learning Course For Humanists.

deep-learning gsoc gsoc-2019 humanist online-course

Last synced: 13 Feb 2026

https://github.com/d-laub/basenji2-pytorch

PyTorch implementation of Basenji2.

bioinformatics deep-learning genomics pytorch

Last synced: 07 Feb 2026

https://github.com/pasteurlabs/unreasonable_effective_der

Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"

confidence deep-learning evidence neural-network pytorch uncertainty

Last synced: 19 Oct 2025

https://github.com/lockwo/rl_qvc_opt

Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"

deep-learning quantum-computing quantum-machine-learning reinforcement-learning

Last synced: 16 Oct 2025

https://github.com/avafly/paddleocr-ncnn-cpp

C++ implementations of PP-OCRv3 and PP-OCRv5 using ncnn for inference.

cpp crnn db deep-learning ncnn ocr paddleocr

Last synced: 12 Jan 2026

https://github.com/guildai/guildai-r

Track machine learning experiments

deep-learning keras machine-learning

Last synced: 26 Oct 2025

https://github.com/paccmann/paccmann_sarscov2

Code for paper on automation of discovery and synthesis of targeted molecules: https://iopscience.iop.org/article/10.1088/2632-2153/abe808

accelerated-discovery computer-aided-synthesis-planning de-novo-drug-design deep-learning drug-discovery proteochemometrics sars-cov-2

Last synced: 01 Feb 2026

https://github.com/millengustavo/epileptic-seizure-recognition

Repository with Machine Learning techniques to identify Epileptic Seizure from EEG data.

brain-activity deep-learning eeg-data eeg-signal epilepsy machine-learning

Last synced: 10 Apr 2025

https://github.com/rasbt/b3-basic-batchsize-benchmark

Experiments for the blog post "No, We Don't Have to Choose Batch Sizes As Powers Of 2"

deep-learning deep-neural-networks machine-learning neural-networks

Last synced: 05 May 2025

https://github.com/amirabbasasadi/rockyml

⛰️ RockyML - A High-Performance Scientific Computing Framework for Non-smooth Machine Learning Problems

cplusplus cpp deep-learning deep-neural-networks distributed-computing high-performance machine-learning mpi optimization parallel-computing scientific-computing

Last synced: 15 Jun 2025

https://github.com/anujdutt9/audio-scene-classification

Scene Classification using Audio in the nearby Environment.

audio-classification deep-learning keras librosa python36 tensorflow

Last synced: 04 May 2025

https://github.com/future-ai-org/desci-ai-experiments-py

👾 resources and experiments for autonomous agents (e.g., language models, reinforcement learning, energy based models)

autism chatgpt deep-learning gpt-3 machine-learning markov-chain openai quantum-ai reinforcement-learning rust supervised-machine-learning

Last synced: 30 Apr 2026

https://github.com/bobholamovic/fcn-cd-pytorch

Training code for https://github.com/rcdaudt/fully_convolutional_change_detection

change-detection convolutional-siamese-networks deep-learning pytorch remote-sensing

Last synced: 11 Apr 2025

https://github.com/mskcc/mimsi

Microsatellite Instability Classification using Multiple Instance Learning

cancer-genomics deep-learning genomics machine-learning multiple-instance-learning

Last synced: 30 Apr 2025

https://github.com/dmitryduev/braai

braai [Bogus/Real Adversarial AI]: Real-bogus astrophysical event classification for the Zwicky Transient Facility (ZTF) using deep learning

astronomy deep-learning ztf

Last synced: 12 Jul 2025

https://github.com/creativeikep/posedetectionbarracuda

PoseDetectionBarracuda is a human pose detecter that runs the Mediapipe Pose Detection neural network model on the Unity Barracuda.

barracuda deep-learning detection human mediapipe pose unity

Last synced: 17 Mar 2025

https://github.com/iitzco/deepzoo

:wolf: :tiger: :whale2: :elephant: :monkey: Deep Learning model Zoo

artificial-intelligence deep-learning machine-learning modelzoo python

Last synced: 05 May 2025

https://github.com/machinelearningzuu/build-generative-ai-apps-with-langchain

"Build Generative AI Apps with LangChain" is a repository that contains a comprehensive framework for building generative AI applications using LangChain, an innovative language modeling platform. This repository includes all the necessary code and documentation to help developers quickly build and deploy generative AI applications

chatgpt computer-vision deep-learning gpt-3 gpt-4 langchain llm nlp python pytorch

Last synced: 08 Jul 2025

https://github.com/pedrohserrano/machine-learning-use-cases

Machine Learning Notebooks with Turicreate and Keras in a Docker Container

deep-learning docker machine-learning notebook

Last synced: 10 Apr 2025

https://github.com/tensor-fusion/gpt-haskell

A pure Haskell implementation of a decoder-only transformer (GPT)

deep-learning gpt gpt-2 haskell large-language-models transformer

Last synced: 03 Jul 2025

https://github.com/nestordemeure/AdaHessianJax

Jax implementation of the AdaHessian optimizer

adahessian deep-learning flax hessian jax optimizer

Last synced: 19 Apr 2025

https://github.com/stanislavgrigoriev/easycntk

C# library for easy Deep Learning and Deep Reinforcement Learning. It is wrapper over C# CNTK API. Has implementation of layers (LSTM, Convolution etc.), optimizers, losses, shortcut-connections, sequential model, sequential multi-output model, agent teachers, policy gradients, actor-critic etc. Contains helpers for work with dataset (split, statistics, SMOTE etc). Allows train, evaluate and inference deep neural networks in style similar to Keras.

c-sharp cntk cognitive-toolkit deep-learning deep-learning-library deep-neural-networks machine-learning

Last synced: 02 Jul 2025

https://github.com/proycon/deepfrog

An NLP-suite powered by deep learning

deep-learning deep-neural-networks dutch folia frog nlp transformers

Last synced: 23 Apr 2025

https://github.com/coderham/videosimilarity

Capstone Project for MS in Data Science @ University of Washington - Video Similarity Search

computer-vision deep-learning images similarity-search videos

Last synced: 03 Sep 2025

https://github.com/divelab/leci

The implementation of "Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization" (NeurIPS 2023)

deep-learning graph-neural-networks graph-out-of-distriubion out-of-distribution-generalization pytorch pytorch-geometric

Last synced: 27 Apr 2025

https://github.com/vmc-7645/YOLOv8-retail

Detect retail products via the YOLOv8 object recognition engine.

ai computer-vision deep-learning machine-learning object-detection pytorch yolo yolov8

Last synced: 21 Apr 2025

https://github.com/ethanhe42/exemplar-cnn

Discriminative Unsupervised Feature Learning with Convolutional Neural Networks

cnn convolutional-neural-networks deep-learning

Last synced: 11 Mar 2026

https://github.com/cj-mills/Unity-OpenVINO-YOLOX

This tutorial series covers how to perform object detection in the Unity game engine with the OpenVINO™ Toolkit.

deep-learning object-detection openvino unity yolo yolox

Last synced: 20 Apr 2025

https://github.com/hasibzunair/unconventional-wisdom

[ICBSLP'2018] 6th place solution to Kaggle Bengali Handwritten Higit Recognition

computer-vision deep-learning neural-network transfer-learning

Last synced: 10 Oct 2025

https://github.com/apssouza22/computer-vision

A collection of computer vision projects

computer-vision deep-learning machine-learning

Last synced: 18 Jan 2026

https://github.com/phreakyphoenix/mxnet-gluoncv-aws-coursera

This repo includes my solutions to the Coursera course offered by AWS titled "AWS Computer Vision: Getting Started with GluonCV", in addition to more tutorials and in-depth handson labs. Please :star2: the repo if you like it :point_up: Create an Issue or preferably a PR for any improvement. :rocket:

aws colab-notebook computer-vision coursera coursera-assignment coursera-assignment-solution deep-learning fashion-mnist gluon gluoncv image-classification machine-learning mnist-handwriting-recognition mxnet mxnet-gluon mxnet-gluon-interface mxnet-imageclassification mxnet-neural-network mxnet-notebooks object-detection

Last synced: 12 Mar 2026

https://github.com/m3at/coco-panoptic

Quick attempt at a panoptic segmentation model

deep-learning instance-segmentation panoptic-segmentation semantic-segmentation

Last synced: 15 Mar 2025

https://github.com/alvinwan/squeezedetmx

squeezeDet for object detection port to MXNet

computer-vision deep-learning kitti-dataset mobile object-detection squeezedet

Last synced: 05 Jul 2025

https://github.com/lucasfernandoprojects/hand-sign-detection

This repository contains all files I used to create the project Hands Seals Detection - an AI model that detects Naruto hands seals in real-time.

computer-vision deep-learning naruto object-recognition python

Last synced: 24 Apr 2025

https://github.com/pb2204/teachable-machine

This Is A Very Simple Live Teachable Machine Using TensorFlow.JS

ai deep-learning google machine-learning programming project teachable-machine

Last synced: 16 Jul 2025

https://github.com/biomedsciai/dpm360

Repository for Disease Progression Modeling workbench 360 - An end-to-end deep learning model training framework in python on OMOP data

deep-learning healthcare machine-learning ohdsi omop python pytorch sklearn

Last synced: 24 Oct 2025

https://github.com/CoderHam/VideoSimilarity

Capstone Project for MS in Data Science @ University of Washington - Video Similarity Search

computer-vision deep-learning images similarity-search videos

Last synced: 13 Apr 2025

https://github.com/ethanhe42/caffe-pro

caffe pro

deep-learning

Last synced: 30 Oct 2025

https://github.com/theolepage/ssl-for-slr

Collection of self-supervised models for speaker and language recognition tasks.

data-efficient deep-learning language-recognition self-supervised-learning speaker-recognition tensorflow

Last synced: 21 Jul 2025

https://github.com/ashwinpn/containers--ml-and-cloud-computing

Everything about how to deploy projects on the cloud, run ML workloads on the HPC cluster and on the cloud and the efficient configuration and management of related collaborative platforms [e.g. container orchestration].

aws cloud cloud-computing containers deep-learning deployment docker docker-image dockerfile google google-cloud-platform k8s-cluster kubernetes kubernetes-cluster machine-learning pytorch vagrant

Last synced: 13 Apr 2025

https://github.com/idanmoradarthas/text-summarization

Summarizer in python with Spacy and Universal Sentence Encoder build on Flask framework

deep-learning flask-application networkx nlp-machine-learning spacy summarization tensorflow universal-sentence-encoder

Last synced: 07 Jul 2026

https://github.com/pkestene/ms-hpc-ai-gpu

resources pour le cours d'introduction à la programmation des GPUs du mastère spécialisé HPC-AI

cuda deep-learning gpu gpu-computing machine-learning physics-informed-neural-networks pinn pinns

Last synced: 19 Aug 2025

https://github.com/hummat/saliency

PyTorch implementation of 'Vanilla' Gradient, Grad-CAM, Guided backprop, Integrated Gradients and their SmoothGrad variants.

deep-learning deep-learning-algorithms deep-neural-networks grad-cam guided-backpropagation integrated-gradients machine-learning machine-learning-algorithms pytorch saliency smoothgrad xrai

Last synced: 04 Oct 2025

https://github.com/BiomedSciAI/DPM360

Repository for Disease Progression Modeling workbench 360 - An end-to-end deep learning model training framework in python on OMOP data

deep-learning healthcare machine-learning ohdsi omop python pytorch sklearn

Last synced: 09 Aug 2025

https://github.com/datacte/sdxl-training-improvements

📊 Research-focused SDXL training framework exploring novel optimization approaches. Goals include enhanced image quality, training stability & comprehensive monitoring. ⭐ Performance-focused research framework.

deep-learning diffusion machine-learning stable-diffusion stable-diffusion-xl

Last synced: 21 Aug 2025

https://github.com/mohammed-majid/ml_roadmap

Comprehensive Machine Learning Roadmap

algorithms data-science deep-learning machine-learning roadmap

Last synced: 06 Mar 2025

https://github.com/spidy20/rice_disease_prediction_gui

Rice Disease Prediction App using SVM Machine learning algorithm with tkinter

deep-learning machine-learning rice-diseases rise-disease-prediction sklearn sm spidy20 tkinter-gui

Last synced: 18 Aug 2025

https://github.com/margaretmz/e2e-tfkeras-tflite-android

End to end training MNIST image classifier with tf.Keras, convert to TFLite and deploy to Android

android deep-learning tensorflow-lite tflite

Last synced: 07 Apr 2025

https://github.com/tgangwani/selfimitationdiverse

Tensorflow code for "Learning Self-Imitating Diverse Policies" (ICLR 2019)

deep-learning imitation-learning reinforcement-learning tensorflow

Last synced: 04 Oct 2025

https://github.com/hitlic/torchility

A pytorch-lightning based tool for training pytorch model more simply

deep-learning pytorch pytorch-lightning-bolts

Last synced: 05 Oct 2025

https://github.com/ArkaJU/Image-Colorization-CycleGAN

Colorization of grayscale images using CycleGAN in TensorFlow.

computer-vision cyclegan deep-learning generative-adversarial-network image-colorization

Last synced: 07 May 2025

https://github.com/apacha/MusicScoreClassifier

A python script that trains a model that can learn to distinguish between music scores and arbitrary content.

android-application classification deep-learning music-scores optical-music-recognition

Last synced: 14 Jul 2025

https://github.com/rifkybujana/indobert-qa

indoBERT Base-Uncased fine-tuned on Translated Squad v2.0

ai bert deep-learning huggingface indobert indonesia machine-learning question-answering

Last synced: 11 Sep 2025

https://github.com/wangzheallen/stl-vqa

The good practice in the VQA system such as pos-tag attention, structed triplet learning and triplet attention is very general and can be inserted into almost any visual and language task

deep-learning practice tensorflow vision-and-language vqa

Last synced: 08 Mar 2026

https://github.com/ryanlucas3/hr_neural_networks

Certified robustness of deep neural networks

deep-learning pytorch

Last synced: 07 May 2025

https://github.com/mindninjax/ai-chatbot

A simple AI Chatbot implementation using Pytorch and NPL

artificial-intelligence chatbot deep-learning natural-language-processing python pytorch

Last synced: 17 Jun 2025

https://github.com/dkoguciuk/mesh2pointcloud

A mini scripts to sample ModelNet40 or ShapeNetCore55v2 meshes into 3D point clouds

3d data deep-learning machine-learning

Last synced: 20 Mar 2025

https://github.com/weiji14/nz_convnet

A U-net based ConvNet for NZ imagery to classify building outlines.

aerial-imagery big-data binder computer-vision convolutional-neural-networks deep-learning jupyter-notebook keras

Last synced: 05 May 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 9,019 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