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/simon-larsson/keras-swa

Simple stochastic weight averaging callback for Keras

deep-learning keras stochastic-weight-averaging swa tensorflow tensorflow-keras

Last synced: 12 Jul 2025

https://github.com/vmware-archive/data-annotator-for-machine-learning

Data annotator for machine learning allows you to centrally create, manage and administer annotation projects for machine learning

annotation annotation-tool deep-learning image-annotation labeling-tool named-entity-recognition tabular text-annotation

Last synced: 04 Apr 2026

https://github.com/hrolive/applications-of-ai-for-predictive-maintenance

Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.

deep-learning keras lstm machine-learning numpy pandas predictive-maintenance python rapids time-series

Last synced: 23 Aug 2025

https://github.com/teddylee777/deepko

머신러닝/딥러닝(PyTorch, TensorFlow) 전용 도커입니다. 한글 폰트, 한글 자연어처리 패키지(konlpy), 형태소 분석기, Timezone 등의 설정 등을 추가 하였습니다.

cudf deep-learning docker gpu kaggle lightgbm machine-learning python pytorch tensorflow xgboost

Last synced: 20 Aug 2025

https://github.com/ankitgoyal0301/Homemade-RecipeBowl-Your-Ingredients-Our-Recipes

An application that will assist an end-user to explore a variety of recipes with the available ingredients in one’s kitchen.

deep-learning ingredients-search recipe-generator recipe-search recipe-website recipebowl recipes recipes-app

Last synced: 30 Mar 2025

https://github.com/BAMresearch/automatic-sem-image-segmentation

Workflow for Simulation and Automatic Semantic Segmentation of Electron Microscopy Images

cyclegan deep-learning electron-microscopy neural-networks segmentation sem simulation tem unet

Last synced: 16 Jan 2026

https://github.com/lumo-tech/lumo

More light-weight pytorch experiment management library!

deep-learning experiment-management experiment-tracking pytorch version-control

Last synced: 26 Oct 2025

https://github.com/Toytiny/RaFlow

[RA-L & IROS'22] Self-Supervised Scene Flow Estimation with 4-D Automotive Radar

automotive-radar autonomous-driving deep-learning point-cloud pytorch scene-flow-estimation self-supervised

Last synced: 20 Mar 2025

https://github.com/huzongxiang/MatDGL

MatDGL is a neural network package that allows researchers to train custom models for crystal modeling tasks. It aims to accelerate the research and application of material science.

deep-learning graph machine-learning massagepassing materials neural-networks pretrain tensorflow transformer

Last synced: 19 Jul 2025

https://github.com/nachiket273/self_driving_car

Udacity Self Driving Car ND projects - including lane detection, Traffic sign classifier, behaviour cloning

behavioral-cloning cplusplus deep-learning kalman-filter lane-detection neural-network numpy python tensorflow udacity udacity-self-driving-car

Last synced: 06 Apr 2025

https://github.com/Z-Zheng/ChangeOS

ChangeOS: Building damage assessment via Deep Object-based Semantic Change Detection - (RSE 2021)

building-damage-assessment change-detection deep-learning object-based-image-analysis remote-sensing

Last synced: 11 May 2025

https://github.com/dalmia/udacity-deep-reinforcement-learning

My solutions to the projects (and mini-projects) of the Deep Reinforcement Learning Nanodegree by Udacity

artificial-intelligence deep-learning machine-learning nanodegree neural-network reinforcement-learning udacity

Last synced: 10 Apr 2025

https://github.com/pfnet-research/bayesgrad

BayesGrad: Explaining Predictions of Graph Convolutional Networks

chainer chemistry deep-learning graph-convolutional-networks interpretability neural-network python saliency

Last synced: 13 Apr 2025

https://github.com/hellloxiaotian/ctnet

A cross Transformer for image denoising(Information Fusion, 2024)

cnn computer-vision deep-learning deep-neural-networks image-denoising pytorch transformer

Last synced: 16 Mar 2026

https://github.com/rahzaazhar/PAN-PSEnet

Pytorch implementation of PSEnet with Pyramid Attention Network as feature extractor

deep-learning scene-text-detection

Last synced: 02 Apr 2025

https://github.com/junyanz/realismcnn

code for predicting and improving visual realism in composite images

computer-vision deep-learning image-manipulation realism-prediction

Last synced: 30 Apr 2025

https://github.com/zimmerrol/keras-utility-layer-collection

Collection of custom layers and utility functions for Keras which are missing in the main framework.

attention deep-learning keras layers lstm nlp normalization rnn

Last synced: 30 Apr 2025

https://github.com/siddsax/XML-CNN

Pytorch implementation of the paper Deep learning for extreme multi-label text classification

cnn-text-classification deep-learning multi-label-classification

Last synced: 14 Jul 2025

https://github.com/deepdiy/deepdiy

Deep learning based tool for image processing. No need for Programing and GPU.

beginner colab deep-learning gui image-classification image-segmentation keras kivy mask-rcnn model-zoo object-detection opencv python tensorflow unet xception

Last synced: 12 Apr 2025

https://github.com/srinidhiPY/SSL_CR_Histo

Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medical Image Analysis (MedIA) Journal, Oct, 2021.

annotation-efficient breastpathq camelyon16 deep-learning digital-pathology histopathology self-supervised-learning semi-supervised-learning teacher-student-training

Last synced: 06 May 2025

https://github.com/thudm/multilingual-glm

The multilingual variant of GLM, a general language model trained with autoregressive blank infilling objective

deep-learning language-model nlp pytorch

Last synced: 24 Jul 2025

https://github.com/hxwork/h2onet_pytorch

[CVPR 2023] H2ONet: Hand-Occlusion-and-Orientation-aware Network for Real-time 3D Hand Mesh Reconstruction, Pytorch implementation.

3d-hand-reconstruction deep-learning pytorch

Last synced: 13 Apr 2025

https://github.com/danielegrattarola/src

Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).

deep-learning graph-neural-networks graph-pooling machine-learning tensorflow

Last synced: 30 Apr 2025

https://github.com/weiminxiong/mpo

MPO: Boosting LLM Agents with Meta Plan Optimization

agent deep-learning large-language-models llm llms natural-language-processing

Last synced: 02 Aug 2025

https://github.com/AIoT-MLSys-Lab/DeepAA

[ICLR 2022] "Deep AutoAugment" by Yu Zheng, Zhi Zhang, Shen Yan, Mi Zhang

automl data-augmentation deep-learning

Last synced: 08 May 2025

https://github.com/justanhduc/graphx-conv

Official implementation of GraphX-Convolution

3d-reconstruction deep-learning graphx-convolution pytorch shapenet

Last synced: 04 Jul 2025

https://github.com/huggingface/personas

Datasets for Deep learning Personas

datasets deep-learning neural-conversation-models

Last synced: 14 Oct 2025

https://github.com/harleyszhang/cv-books

These are open and classic books for computer version engineers, it can help us from entry to practice.

books computer-vision cpp deep-learning machine-learning open-books programming python

Last synced: 23 Apr 2025

https://github.com/drsleep/densetorch

An easy-to-use wrapper for work with dense per-pixel tasks in PyTorch (including multi-task learning)

deep-learning depth-estimation multi-task-learning pytorch semantic-segmentation surface-normals-estimation

Last synced: 20 Apr 2025

https://github.com/amanpriyanshu/deep-belief-networks-in-pytorch

The aim of this repository is to create RBMs, EBMs and DBNs in generalized manner, so as to allow modification and variation in model types.

dbn dbnet deep-belief-network deep-learning ebm energy-model machine-learning pytorch rbm rbm-dbn

Last synced: 12 Apr 2025

https://github.com/chinmayrane16/recommender-systems-with-collaborative-filtering-and-deep-learning-techniques

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

collaborative-filtering deep-learning embeddings movielens-dataset recommender-system state-of-the-art

Last synced: 17 Mar 2025

https://github.com/baiksung/MeTAL

Official PyTorch implementation of "Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning" (ICCV2021 Oral)

computer-vision deep-learning few-shot-learning iccv machine-learning maml meta-learning pytorch

Last synced: 08 May 2025

https://github.com/ehsanik/segan

SeGAN: Segmenting and Generating the Invisible (https://arxiv.org/pdf/1703.10239.pdf)

computer-vision deep-learning generative-adversarial-network image-generation segan segmentation

Last synced: 14 Oct 2025

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

Implementation of VideoGigaGAN, SOTA video upsampling out of Adobe AI labs, in Pytorch

artificial-intelligence deep-learning generative-adversarial-networks video-upsampling

Last synced: 12 Apr 2025

https://github.com/jordicorbilla/ocular-disease-intelligent-recognition-deep-learning

ODIR-2019: Ocular Disease Intelligent Recognition is a project leveraging state-of-the-art deep learning architectures to analyze and classify ocular diseases based on medical imaging data. This repository implements advanced machine learning techniques and modern neural network architectures to push the boundaries of intelligent recognition

computer-vision convolutional-neural-networks deep-learning deep-neural-networks fundus-image-analysis image-classification keras-tensorflow machine-learning medical-image-analysis python python3 tensorflow trasfer-learning

Last synced: 09 Apr 2025

https://github.com/geoffxy/habitat

🔮 Execution time predictions for deep neural network training iterations across different GPUs.

deep-learning deep-neural-networks gpu neural-networks performance performance-prediction

Last synced: 28 Jun 2025

https://github.com/benman1/time-series

Time-Series models for multivariate and multistep forecasting, regression, and classification

deep-learning deepar forecasting gaussian-processes keras lstm multi-step multivariate nbeats tensorflow time-series transformer

Last synced: 22 Jun 2025

https://github.com/kimmo1019/Roundtrip

Roundtrip: density estimation with deep generative neural networks

deep-generative-model deep-learning density-estimation gan likelihood-free-inference

Last synced: 15 Jul 2025

https://github.com/davidstutz/matlab-mnist-two-layer-perceptron

A two layer perceptron implemented in MatLab to recognize handwritten digits based on the MNIST dataset.

deep-learning matlab

Last synced: 23 Apr 2025

https://github.com/longxingtan/machine-learning-interview

算法工程师、机器学习工程师、软件工程师、数据科学家-实践与面试指南 | Interview guide for MLE, SDE, DS

ai-engineer algorithms behavior-questions deep-learning interview interview-practice leetcode machine-learning ml-systems-design mle mle-interview software-engineer-interview software-engineering system-design

Last synced: 04 Jan 2026

https://github.com/ultralytics/velocity

Structure From Motion (SFM) for vehicle speed

deep-learning machine-learning machine-vision opencv-python pytorch tensorflow

Last synced: 03 Jul 2025

https://github.com/relph1119/my-team-learning

我的Datawhale组队学习,在线阅读地址:https://relph1119.github.io/my-team-learning

deep-learning machine-learning

Last synced: 13 Oct 2025

https://github.com/granularai/fabric

Urban change model designed to identify changes across 2 timestamps

change-detection cnn deep-learning pytorch satellite-imagery sentinel-2 unet unet-3d

Last synced: 30 Mar 2025

https://github.com/pyronear/pyro-vision

Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)

computer-vision deep-learning image-classification keypoint-detection object-detection onnx python pytorch wildfire

Last synced: 27 Jul 2025

https://github.com/soumik12345/zero-dce

Pytorch implementation of Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

deep-learning hdr low-light-enhance low-light-image-enhancement pytorch zero-shot-learning

Last synced: 06 May 2025

https://github.com/nazmul-karim170/UNICON

[CVPR'22] Official Implementation of the CVPR 2022 paper "UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning"

contrastive-learning deep-learning deep-neural-networks jensen-shannon-divergence label-noise-robustness machine-learning noisy-labels semi-supervised-learning

Last synced: 05 Apr 2025

https://github.com/cerlymarco/keras-hypetune

A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.

deep-learning hyperparameter-optimization keras tensorflow tensorflow-keras tf-keras tuning-parameters

Last synced: 13 Apr 2025

https://github.com/chirag-agarwall/VOG

Estimating Example Difficulty using Variance of Gradients

atypical-examples deep-learning explainability human-in-the-loop-auditing interpretability

Last synced: 08 May 2025

https://github.com/shaoxiongji/fed-att

Attentive Federated Learning for Private NLM

attention-mechanism deep-learning federated-learning language-modeling pytorch

Last synced: 22 Apr 2025

https://github.com/lkevinzc/dance

Code for "DANCE: A Deep Attentive Contour Model for Efficient Instance Segmentation", WACV2021

coco computer-vision deep-learning instance-segmentation pytorch wacv2021

Last synced: 30 Apr 2025

https://github.com/krishnakartik1/lstm-footballmatchwinner

This repository contains the code for a conference paper "Predicting the football match winner using LSTM model of Recurrent Neural Networks" that we wrote

deep-learning football-data lstm-neural-networks python3 recurrent-neural-networks

Last synced: 03 Sep 2025

https://github.com/ezgisubasi/turkish-tweets-sentiment-analysis

This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.

data-visualization deep-learning glove glove-embeddings keras n-grams nlp sentiment-analysis text-preprocessing turkish-language turkish-nlp tweets twitter-sentiment-analysis zemberek zemberek-nlp

Last synced: 25 Oct 2025

https://github.com/france-travail/gabarit

Gabarit : kickstart your data science project from scratch

data-science deep-learning machine-learning python

Last synced: 09 Apr 2025

https://github.com/rmeli/gnina-torch

🔥 PyTorch implementation of GNINA scoring function for molecular docking

deep-learning docking drug-discovery gnina pytorch pytorch-ignite scoring-functions

Last synced: 17 Oct 2025

https://github.com/djangopeng/keras-101

Keras 快速入门与实战

ai deep-learning keras python tensorflow

Last synced: 13 Jun 2025

https://github.com/howardyclo/kaggle-quora-question-pairs

This is our team's solution report, which achieves top 10% (305/3307) in this competition.

deep-learning kaggle natural-language-processing paraphrase-identification

Last synced: 19 May 2026

https://github.com/archinetai/smart-pytorch

PyTorch – SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models.

artificial-intelligence deep-learning fine-tuning

Last synced: 05 Apr 2025

https://github.com/sierkinhane/atrouspose

real time multi-person pose estimation based on atrous convolution(abandoned)

deep-learning neural-network pose-estimation pytorch

Last synced: 07 Apr 2026

https://github.com/ad12/dosma

An AI-powered open-source medical image analysis toolbox

deep-learning medical-image-analysis mri musculoskeletal

Last synced: 31 Oct 2025

https://github.com/MrtnMndt/OpenVAE_ContinualLearning

Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition

continual-learning deep-learning open-set-recognition pytorch variational-autoencoder

Last synced: 08 May 2025

https://github.com/rishit-dagli/tf-watcher

Monitor your ML jobs on mobile devices📱, especially for Google Colab / Kaggle

chakra-ui deep-learning devtools firebase machine-learning pypi pyrebase python python-package python-packages react recharts sphinx tensorflow tf-watcher

Last synced: 21 Jul 2025

https://github.com/image-py/planer

Powerful Light Artificial NEuRon inference framework for CNN

cnn deep-learning inference-engine

Last synced: 15 May 2025

https://github.com/braun-steven/dafne

Code for our paper "DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection".

anchor-free deep-learning machine-learning object-detection one-stage-detector oriented-object-detection

Last synced: 30 Apr 2025

https://github.com/dvampire/finworld

FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment

agent deep-learning fintech framework llm machine-learning reinforcement-learning

Last synced: 10 Feb 2026

https://c-hofer.github.io/torchph/

The essence of my research, distilled for reusability. Enjoy 🥃!

deep-learning differentiable-persistent-homology gpu persistent-homology pytorch topological-data-analysis

Last synced: 14 Jun 2026

https://github.com/princeton-nlp/datamux

[NeurIPS 2022] DataMUX: Data Multiplexing for Neural Networks

deep-learning pytorch

Last synced: 06 Mar 2026

https://github.com/hollance/bnns-vs-mpscnn

Compares the speed of Apple's two deep learning frameworks: BNNS and Metal Performance Shaders

accelerate deep-learning ios metal neural-network

Last synced: 25 Mar 2025

https://github.com/sergree/dolbonet

🤪 Русскоязычный чат-бот для Discord на архитектуре Transformer

bot chatbot deep-learning discord keras python russian tensorflow tensorflow2 transformer

Last synced: 29 Jul 2025

https://github.com/emilwallner/deep-learning-101

The tools and syntax you need to code neural networks from day one.

deep-learning dropout machine-learning regularization tflearn

Last synced: 23 Feb 2026

https://github.com/openvino-dev-samples/YOLOv7_OpenVINO_cpp-python

This repository will demostrate how to deploy a offical YOLOv7 pre-trained model with OpenVINO runtime api

cpp deep-learning inference openvino python yolo yolov7

Last synced: 21 Apr 2025

https://github.com/braun-steven/DAFNe

Code for our paper "DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection".

anchor-free deep-learning machine-learning object-detection one-stage-detector oriented-object-detection

Last synced: 14 Mar 2025

https://github.com/machine-learning-apps/wandb-action

GitHub Action That Retrieves Model Runs From Weights & Biases

ci-cd deep-learning experiment-tracking github-actions machine-learning

Last synced: 01 Apr 2025

https://github.com/huangzhii/salmon

SALMON: Survival Analysis Learning with Multi-Omics Neural Networks

co-expression deep-learning machine-learning neural-networks survival-analysis

Last synced: 15 May 2025

https://github.com/maxmekiska/imbrium

Standard and Hybrid Deep Learning Multivariate-Multi-Step & Univariate-Multi-Step Time Series Forecasting.

deep-learning deep-neural-networks keras tensorflow time-series

Last synced: 09 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-Prompt-Engineering 457 awesome-ai-in-finance 208 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