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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/lucidrains/sinkhorn-router-pytorch

Self contained pytorch implementation of a sinkhorn based router, for mixture of experts or otherwise

artificial-intelligence deep-learning mixture-of-experts routing

Last synced: 07 Oct 2025

https://github.com/franckndame/drlkit

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

comparing-algorithms deep-learning deep-reinforcement-learning gpu gym gym-environment machine-learning numpy python pytorch reinforcement-learning tensor tensorflow

Last synced: 26 Oct 2025

https://github.com/dalmia/wannapark

Project aimed at presenting a model to find a vacant parking spot in real time and ensure car safety using Deep Learning (Parking spot Classification and Face recognition).

android-development classification computer-vision deep-learning face-recognition machine-learning python supervised-learning

Last synced: 17 Mar 2026

https://github.com/rmanluo/mamdr

Official code implementation for ICDE 23 paper MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation

deep-learning meta-learning multi-domain-learning recommender-system

Last synced: 13 May 2025

https://github.com/ayyucedemirbas/kerasfuse

KerasFuse is a Python library that combines the power of TensorFlow and Keras with various computer vision techniques for medical image analysis tasks. It provides a collection of modules and functions to facilitate the development of deep learning models in TensorFlow Keras for tasks such as image segmentation, classification, and more.

computer-vision deep-learning keras medical-image-processing tensorflow

Last synced: 14 Sep 2025

https://github.com/paccmann/paccmann_rl

Code pipeline for the PaccMann^RL in iScience: https://www.cell.com/iscience/fulltext/S2589-0042(21)00237-6

de-novo-drug-design deep-learning drug-discovery drug-sensitivity generative-models transcriptomics

Last synced: 28 Mar 2025

https://github.com/francois-rozet/inox

Stainless neural networks in JAX

deep-learning jax neural-networks

Last synced: 16 Sep 2025

https://github.com/PAIR-code/font-explorer

Font latent space explorer using tensorflow.js

deep-learning tensorflow visualization

Last synced: 27 Jul 2025

https://github.com/mediaic/crash_course_for_new_members

Deep Learning & VLSI Crash Course for New Members

deep-learning opencv python pytorch systemverilog verilog vlsi

Last synced: 10 Jul 2025

https://github.com/mitmul/chainer-nri

Reproduction work of "Neural Relational Inference for Interacting Systems" in Chainer

chainer deep-learning graph-neural-networks

Last synced: 23 Mar 2025

https://github.com/ssnl/poisson_quasimetric_embedding

Open source code for paper "On the Learning and Learnability of Quasimetrics".

deep-learning machine-learning pytorch

Last synced: 12 Oct 2025

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

Implementation of Deepmind's RoboCat, Self-Improving Foundation Agent for Robotic Manipulation, in Pytorch

artificial-intelligence deep-learning robotic-manipulation self-improving

Last synced: 30 Apr 2025

https://github.com/lucidrains/distilled-retriever-pytorch

Implementation of the retriever distillation procedure as outlined in the paper "Distilling Knowledge from Reader to Retriever"

artificial-intelligence attention-mechanism deep-learning question-answering retrieval

Last synced: 19 Aug 2025

https://github.com/ViTAE-Transformer/SimDistill

The official repo for [AAAI 2024] "SimDistill: Simulated Multi-modal Distillation for BEV 3D Object Detection""

3d-object-detection bird-view-image deep-learning distillation simulation

Last synced: 20 Mar 2025

https://github.com/baoqianyue/gancalligraphy

:pencil2:A Chinese calligraphy learning App based on deep learning, including font generation,font classification,style transfer, etc.

android-application deep-learning

Last synced: 23 Jul 2025

https://github.com/hourout/gan-keras

tensorflow2.x implementations of Generative Adversarial Networks.

deep-learning gan gan-keras generative-adversarial-networks keras keras-implementations neural-networks tensorflow-gan

Last synced: 04 Apr 2025

https://github.com/Baukebrenninkmeijer/FakeFynder-Hackathon-for-Good-2019

This repository contains our POC for a website which can easily check videos for manipulated areas. It was part of the Hackathon for Good in the Hague, 2019.

deep-learning deepfake-detection deepfakes faceforensics manipulation-methods original-faceforensics video

Last synced: 16 Apr 2025

https://github.com/allenai/staged-training

Staged Training for Transformer Language Models

deep-learning language-model nlp pytorch transformers

Last synced: 13 Oct 2025

https://github.com/guaishou74851/prl

(IJCV 2023) Deep Physics-Guided Unrolling Generalization for Compressed Sensing [PyTorch]

compressed-sensing computer-vision deep-learning deep-unrolling image-processing image-restoration optimization

Last synced: 19 Oct 2025

https://github.com/charmve/transparent-object-segmentation

💎 Transparent objects such as windows and bottles made by glass widely exist in the real world. Segmenting transparent objects is challenging because these objects have diverse appearance inherited from the image background, making them had similar appearance with their surroundings.

cvpr deep-learning deep-neural-networks eccv glasses object-detection paper semantic-segmentation transparent

Last synced: 05 Mar 2026

https://github.com/beyond-ml-labs/beyondml

Software for developing sparse, performant, multitask artificial neural networks

deep-learning machine-learning neural-network pytorch tensorflow

Last synced: 29 Apr 2025

https://github.com/wzjialang/MFPNet

[Remote Sensing] PyTorch implementation for "Remote Sensing Change Detection Based on Multidirectional Adaptive Feature Fusion and Perceptual Similarity"

attention-mechanism change-detection deep-learning feature-fusion perceptual-loss remote-sensing

Last synced: 11 May 2025

https://github.com/ayaanzhaque/MultiMix

MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images (ISBI 2021, MELBA 2021)

deep-learning isbi-2021 medical-imaging melba multi-task-learning segmentation semi-supervised-learning

Last synced: 08 May 2025

https://github.com/robi56/faceemr

Facial Expression Recognition in android where the predictive model built in tensorflow using convolutional neural network

android convolutional-neural-networks deep-learning face-recognition facial-expression-recognition image-processing java python tensorflow

Last synced: 07 May 2025

https://github.com/interdigitalinc/pccai

PccAI is a framework for AI-based point cloud compression

compression computer-vision deep-learning point-cloud pytorch

Last synced: 11 Apr 2025

https://github.com/lyken17/mxbox

Simple, efficient and flexible vision toolbox for mxnet framework.

computer-vision computer-vision-tools deep-learning mxnet

Last synced: 15 Jul 2025

https://github.com/Abdulk084/Smiles2vec

Proof of the concept implementation of smiles2vec paper

deep-learning nueral-networks pharmaceuticals word2vec

Last synced: 11 May 2025

https://github.com/kaelzhang/da-rnn-in-tensorflow-2-and-pytorch

A Tensorflow 2 (Keras) implementation of DA-RNN (A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction, arXiv:1704.02971)

attention attention-lstm deep-learning pytorch rnn tensorflow tensorflow2 time-series-prediction

Last synced: 13 Dec 2025

https://github.com/bupt-ai-cz/PGDF

Sample Prior Guided Robust Model Learning to Suppress Noisy Labels

computer-vision deep-learning image-classification noisy-labels

Last synced: 05 Apr 2025

https://github.com/soumik12345/nearest-celebrity-face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

deep-learning deep-neural-networks deeplearning face face-recognition facenet facenet-model inception inception-resnet-v2 inceptionv2 keras keras-neural-networks keras-tensorflow machine-learning machinelearning meta-learning one-shot-learning python python3 tensorflow

Last synced: 06 May 2025

https://github.com/ByungKwanLee/Super-Fast-Adversarial-Training

Official PyTorch Implementation Code for Developing Super Fast Adversarial Training with Distributed Data Parallel, Channel Last Memory Format, Mixed Precision Training + Adversarial Attack, Faster Adversarial Training, and Fast Forward Computer Vision (FFCV).

deep-learning pytorch

Last synced: 08 May 2025

https://github.com/adriacabeza/Yello

:helicopter: This repository contains a project that combines DJI Tello drone and Deep Learning (Tiny Yolo).

computer-vision darkflow darknet deep-learning docker drone object-detection python tello tellodrone tinyyolo yolo

Last synced: 14 Mar 2025

https://github.com/gmum/3d-point-clouds-autocomplete

The official implementation of the "HyperPocket: Generative Point Cloud Completion" paper in PyTorch

3d-point-clouds computer-vision deep-learning hypernetworks pytorch

Last synced: 31 Aug 2025

https://github.com/heyfey/vodascheduler

GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster (IC2E'23)

deep-learning distributed-computing horovod kubeflow kubernetes machine-learning mlops pytorch scheduling tensorflow

Last synced: 13 Mar 2026

https://github.com/hasibzunair/adversarial-lesions

[PMB'2020] Melanoma Detection using Adversarial Training and Deep Transfer Learning

deep-learning image-synthesis

Last synced: 25 Apr 2025

https://github.com/fansuregrin/RAUNE-Net

A Residual and Attention-Driven Underwater Image Enhancement (UIE) method.

computer-vision deep-learning image-enhancement image-processing underwater-image-enhancement

Last synced: 05 Mar 2025

https://github.com/mvrahden/reinforce-js

[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.

ai artificial-intelligence deep-learning deep-q-network deep-reinforcement-learning deepmind deterministic-policy-gradients dqn dqn-solver learning-agents machine-learning-solver neural-network npm reinforce-js reinforcement reinforcement-learning solver td-solver temporal-differencing-learning typescript

Last synced: 11 Sep 2025

https://github.com/vita-group/granet

[Neurips 2021] Sparse Training via Boosting Pruning Plasticity with Neuroregeneration

deep-learning dynamicsparsetraining graduallymagnitudepruning granet neuroregeneration sparsetraining

Last synced: 27 Jul 2025

https://github.com/andreaconti/sparsity-agnostic-depth-completion

Depth Completion technique agnostic to input depth pattern sparsity, WACV23

computer-vision deep-learning depth-completion depth-estimation depth-map

Last synced: 08 May 2025

https://github.com/hktxt/Courses

An AI engineer Prepares / 算法工程师自我修养

assignments course coursera deep-learning machine-learning

Last synced: 26 Mar 2025

https://github.com/codewithzichao/deepclassifier

DeepClassifier is aimed at building general text classification model library.It's easy and user-friendly to build any text classification task.

deep-learning deepclassifier nlp pytorch text-classification torch

Last synced: 28 Oct 2025

https://github.com/summmeer/session-based-news-recommendation

source code of paper "Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation", which is accepted at SIGIR 2022.

deep-learning recommender-system session-based-recommendation-system

Last synced: 09 Jul 2025

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

Implementation of Tranception, an attention network, paired with retrieval, that is SOTA for protein fitness prediction

artificial-intelligence attention-mechanism deep-learning protein-fitness-prediction retrieval transformers

Last synced: 30 Apr 2025

https://github.com/interdigitalinc/grasp-net

Source code of "GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression"

compression deep-learning point-cloud pytorch

Last synced: 11 Apr 2025

https://github.com/scikit-learn-contrib/denmune-clustering-algorithm

DenMune a clustering algorithm that can find clusters of arbitrary size, shapes and densities in two-dimensions. Higher dimensions are first reduced to 2-D using the t-sne. The algorithm relies on a single parameter K (the number of nearest neighbors). The results show the superiority of DenMune. Enjoy the simplicty but the power of DenMune.

clustering deep-learning machine-learning python

Last synced: 10 Apr 2025

https://github.com/gentaiscool/meta-emb

Multilingual Meta-Embeddings for Named Entity Recognition (RepL4NLP & EMNLP 2019)

code-switching deep-learning meta-embeddings multilingual ner representation-learning transformer

Last synced: 15 Apr 2025

https://github.com/juandelgadillo/angular-autodraw

An Angular app integrating Google's AutoDraw AI API through Canvas

ai angular art autodraw deep-learning machine-learning

Last synced: 23 Mar 2025

https://github.com/Lyken17/mxbox

Simple, efficient and flexible vision toolbox for mxnet framework.

computer-vision computer-vision-tools deep-learning mxnet

Last synced: 17 Apr 2025

https://github.com/lusinlu/gradient-variance-loss

Code of the ICASSP 2022 paper "Gradient Variance Loss for Structure Enhanced Super-Resolution"

deep-learning loss loss-functions machine-learning model-optimization super-resolution training upscaling

Last synced: 20 Jun 2025

https://github.com/soskek/arxiv_leaks

Whisper of the arxiv: read comments in tex of papers

arxiv arxiv-analytics deep-learning scraper

Last synced: 15 Apr 2025

https://github.com/nikhilroxtomar/fanet

FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation [IEEE Transactions on Neural Networks and Learning Systems]

computer-vision deep-learning machine-learning pytorch semantic-segmentation unet

Last synced: 14 Apr 2025

https://github.com/anishlearnstocode/course-list

A comprehensive ist of all courses I have taken and successfully completed in University 🎓, Coursera 📗, Udemy etc.

cern coding-ninjas computer-vision course-work coursera courses deep-learning delhi-technological-university dtu french hackerrank machine-learning ml mooc programming specialization trinity-college-london udemy

Last synced: 04 Jan 2026

https://github.com/abacaj/transformers-docker

Run, build, test transformer models using docker

deep-learning docker machine-learning transformers

Last synced: 26 Feb 2025

https://github.com/wells-wood-research/PDBench

PDBench is a dataset and software package for evaluating fixed-backbone sequence design algorithms.

deep-learning protein-design protein-structure proteins

Last synced: 31 Jan 2026

https://github.com/moaminsharifi/my-ai-resource

Hello My friend , In This repository I Store My AI and Machine Learning + Deep Learning Resources. In here I list paid and free course and books.

deep-learning machine-learning udacity

Last synced: 15 Oct 2025

https://github.com/scdataset/scdataset

scDataset: Scalable Data Loading for Deep Learning on Large-Scale Single-Cell Omics

big-data bioinformatics deep-learning machine-learning omics pytorch rna-seq single-cell

Last synced: 08 Oct 2025

https://github.com/sinanuozdemir/oreilly-bert-nlp

This repository contains code for the O'Reilly Live Online Training for BERT

bert deep-learning machine-learning natural-language-processing nlp transfer-learning transformers

Last synced: 24 Apr 2025

https://github.com/lucko515/cnn-raccoon

Create interactive dashboards for your Convolutional Neural Networks with a single line of code!

convolutional-neural-networks dashboards deep-learning explainable-ml keras pytorch tensorflow visualization-tools

Last synced: 14 Oct 2025

https://github.com/alexoarga/haiku-geometric

A collection of graph neural networks implementations in JAX

deep-learning geometric-deep-learning graph-neural-networks jax machine-learning python

Last synced: 16 Oct 2025

https://github.com/dogyoonlee/RSMix

[CVPR 2021 - Official] Rigid Subset Mix (RSMix): Regularization Strategy for Point Cloud via Rigidly Mixed Samples

3d 3dpointcloud data-augmentation deep-learning modelnet40 pointcloud regularization shape-classification

Last synced: 20 Mar 2025

https://github.com/neka-nat/image_completion_tf2

"Globally and Locally Consistent Image Completion" with Tensorflow2 Keras

deep-learning gan image-completion keras tensorflow tensorflow2

Last synced: 22 Mar 2025

https://github.com/borgwardtlab/neural-persistence

Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'

algebraic-topology deep-learning iclr iclr2019 machine-learning neural-networks persistent-homology

Last synced: 16 Aug 2025

https://github.com/mattwang44/lenet-from-scratch

Implementation of LeNet5 without any auto-differentiate tools or deep learning frameworks. Accuracy of 98.6% is achieved on MNIST dataset.

deep-learning lenet mnist python3

Last synced: 11 Sep 2025

https://github.com/khurramhashmi/featenhancer

[ICCV 2023] FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision

deep-learning feature-enhancer hierarchical-features iccv2023 low-light-vision object-detection pytorch

Last synced: 08 May 2025

https://github.com/soroushj/mhsma-dataset

MHSMA: The Modified Human Sperm Morphology Analysis Dataset

dataset deep-learning machine-learning medical-imaging

Last synced: 21 Jul 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 8,943 Uncategorized 8,838 fl in top-tier journal 3,255 Books 2,527 A01_文本生成_文本对话 2,387 **Literature and Codes** 2,279 Repos 1,864 NLP 1,820 Conference Papers 1,658 Table of Contents 1,644 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 876 Robust Machine Learning in Medical Domain 841 Researchers 832