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/impallari/alphabetmagic

A collections of Experiments with AI and Alphabets, for learning purposes

ai alphabets deep-learning fonts type typedesign typeface typefaces typography

Last synced: 29 Oct 2025

https://github.com/astorfi/attention-guided-sparsity

Attention-Based Guided Structured Sparsity of Deep Neural Networks

attention-mechanism convolutional-neural-networks deep-learning sparsity

Last synced: 30 Apr 2025

https://github.com/axonn-ai/axonn

A parallel framework for training deep neural networks

deep-learning machine-learning neural-networks parallel-computing

Last synced: 27 Mar 2025

https://github.com/megengine/eccv2022-rife

Official MegEngine Implementation of Real-Time Intermediate Flow Estimation for Video Frame Interpolation

computer-vision deep-learning frame-interpolation megengine

Last synced: 12 Apr 2025

https://github.com/sayakpaul/training-batchnorm-and-only-batchnorm

Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

batch-normalization deep-learning keras tensorflow2

Last synced: 05 May 2025

https://github.com/paccmann/titan

Code for "T Cell Receptor Specificity Prediction with Bimodal Attention Networks" (https://doi.org/10.1093/bioinformatics/btab294, ISMB 2021)

compound-protein-interaction deep-learning immunology protein-ligand tcr-epitope

Last synced: 10 Apr 2025

https://github.com/sonoisa/code2vec

an implementation of "code2vec: Learning Distributed Representations of Code"

deep-learning machine-learning source-code-analysis

Last synced: 31 Jan 2026

https://github.com/curiousily/hackers-guide-to-deep-learning

Tutorials on how to engineer Machine Learning projects using Deep Neural Networks with PyTorch and Python

deep-learning machine-learning machine-learning-api machine-learning-deploy machine-learning-engineering neural-networks python pytorch

Last synced: 04 Oct 2025

https://github.com/keon/deep-nlp

[In-Progress] Mini implementations of deep learning algorithms for natural language processing in PyTorch

deep-learning natural-language-processing

Last synced: 09 Apr 2025

https://github.com/timmh/neural-supersampling

Unofficial re-implementation of a neural supersampling model for real-time rendering

blender computer-graphics deep-learning super-resolution supersampling

Last synced: 05 Feb 2026

https://github.com/dlr-mi/atme

Official pytorch implementation of ATME [CVPR 2023 GMCV]

deep-learning diffusion-models gan image-translation pix2pix

Last synced: 10 Oct 2025

https://github.com/phanakata/ml_for_kirigami_design

Python package to model and to perform topology optimization for graphene kirigami using deep learning

convolutional-neural-networks deep-learning graphene lammps material-design scikit-learn tensorflow tensorflow-models topology-optimization

Last synced: 24 Oct 2025

https://github.com/dafanghe/Tensorflow_SceneText_Oriented_Box_Predictor

This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.

deep-learning faster-rcnn scene-text scene-text-detection ssd tensorflow

Last synced: 02 Apr 2025

https://github.com/histocleanqub/histoclean

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.

convolutional-neural-networks deep-learning gui gui-application image-analysis image-augmentation image-augmentation-preprocessing image-processing images

Last synced: 14 Jan 2026

https://github.com/munagekar/nnpso

Training of Neural Network using Particle Swarm Optimization

deep-learning machine-learning neural-network parallel-computing particle-swarm-optimisation tensorflow

Last synced: 12 May 2025

https://github.com/vinceecws/monodepth

PyTorch implementation of Unsupervised Monocular Depth Estimation with Left-Right Consistency

computer-vision deep-learning depth-estimation monodepth pytorch

Last synced: 14 Jun 2025

https://github.com/james4388/noahcar

Autonomous Remote Controlled (toy) car using deep learning. Raspberry Pi, PiCar, Python

asyncio deep-learning python raspberry-pi self-driving-car tensorflow

Last synced: 25 Jan 2026

https://github.com/aiff22/ai-challenge

A code for converting and testing Tensorflow models for AI Challenge

ai-challenges computer-vision deep-learning image-enhancement image-processing machine-learning super-resolution

Last synced: 18 Jul 2025

https://github.com/pradip-p/e-health-care

The web app which is used to remove the dependencies on the doctors, to help out the poor and helpless people with the normal medical checkup and to help people avoid paying huge amount to doctor unnecessarily. This project is made with Django, machine learning algorithms and deep learning (ANN and CNN).

deep-learning demo django docker doctors drf ehealth-care machine-learning python

Last synced: 12 Sep 2025

https://github.com/AIDajiangtang/Segment-Anything-CPP

segment anything(SAM) for CPP Inference

deep-learning segment-anything

Last synced: 18 Mar 2025

https://github.com/Cyril9227/Keras_AttentiveNormalization

Unofficial Keras implementation of the paper Attentive Normalization.

attention-mechanism batch-normalization deep-learning keras keras-tensorflow

Last synced: 11 May 2025

https://github.com/farshidnooshi/tensorflow-notebooks

A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems

cnn-keras deep-learning keras lstm machine-learning neural-network nlp-machine-learning rnn rnn-tensorflow tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 24 Oct 2025

https://github.com/andersy005/keras-faster-rcnn

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

convolutional-neural-networks deep-learning faster-rcnn keras object-classification object-detection region-proposals

Last synced: 14 Oct 2025

https://github.com/jldbc/numpy_neural_net

A simple neural network (multilayer perceptron) with backpropagation implemented in Python with NumPy

deep-learning neural-network numpy python scratch

Last synced: 07 May 2025

https://github.com/tangkk/pyace

pyace: A python implementation of automatic chord estimation (ACE) from audio

chords deep-learning music music-information-retrieval

Last synced: 12 Feb 2026

https://github.com/georgebuilds/anneal

Machine learning compiler in Go. A from-scratch tinygrad port: graph-rewrite IR, autodiff as a compiler pass, zero-CGO WebGPU backend.

autodiff autograd compiler deep-learning golang gpu machine-learning neural-networks onnx tensor tinygrad wasm webgpu

Last synced: 13 Jun 2026

https://github.com/lromul/sensorium

NeurIPS | 1st place solution for Sensorium 2023 Competition

deep-learning neural-prediction neuroscience pytorch video visual-cortex

Last synced: 06 Mar 2026

https://github.com/jpuigcerver/rnn2d

CPU and GPU implementations of some 2D RNN layers

deep-learning lstm rnn

Last synced: 11 Apr 2025

https://github.com/ExplainableML/ACVC

Official PyTorch implementation of CVPRW 2022 paper "Attention Consistency on Visual Corruptions for Single-Source Domain Generalization"

computer-vision cvpr cvpr2022 cvprw cvprw2022 data-augmentation deep-learning domain-generalization l3d-ivu machine-learning pytorch single-source-domain-generalization

Last synced: 08 May 2025

https://github.com/jw15/wildflower-finder

Image classification of wildflowers using deep residual learning and convolutional neural nets

cnn cnn-keras deep-learning deep-networks gps-location image-classification plant-identification resnet-50 theano

Last synced: 04 Apr 2025

https://github.com/sap-samples/acl2020-commonsense

Source code for paper on commonsense reasoning for 2020 Annual Conference of the Association for Computational Linguistics (ACL) 2020.

commonsense-reasoning contrastive deep-learning machine-learning nlp sample sample-code self-supervised

Last synced: 13 Apr 2025

https://github.com/neka-nat/pytorch-hdml

Hardness-Aware Deep Metric Learning (CVPR2019) in pytorch

cars196 cub200 cvpr2019 deep-learning deep-metric-learning pytorch triplet-loss

Last synced: 23 Mar 2025

https://github.com/yavuzkomecoglu/ai-image-recognition-web

Derin Öğrenme Kütüphanesi Keras ile Python Flask Web Framework Üzerinde Nesne Tanıma Uygulaması - https://vision-image-classify.herokuapp.com/

deep-learning derin-ogrenme flask heroku image-recognition keras python tensorflow

Last synced: 12 Apr 2025

https://github.com/iver56/automatic-video-colorization

Automatic temporally coherent video colorization designed to work well on animated cartoons and demos

automatic-colorization colorization computer-vision deep-learning demoscene python torch video-colorization

Last synced: 20 Mar 2025

https://github.com/lucidrains/decomp-opt-pytorch

Implementation of DecompOpt - Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization - ICLR 2024

artificial-intelligence deep-learning denoising-diffusion drug-design se3-equivariance

Last synced: 25 Jul 2025

https://github.com/mattdl/continualevaluation

[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.

avalanche continual-evaluation continual-learning deep-learning lifelong-learning machine-learning pytorch stability-gap

Last synced: 14 Apr 2025

https://github.com/pandede/fdrnn

Deep direct reinforcement learning for financial signal representation and trading

deep-learning fdrnn finance neural-network reinforcement-learning trading

Last synced: 28 Apr 2025

https://github.com/muhd-umer/pyramidtabnet

Official PyTorch implementation of PyramidTabNet: Transformer-based Table Recognition in Image-based Documents

computer-vision deep-learning document-analysis implementation pytorch table-detection table-structure-recognition

Last synced: 13 Oct 2025

https://github.com/mbjoseph/neuralecology

Code for the paper "Neural hierarchical models of ecological populations"

bayesian deep-learning ecology hierarchical-model occupancy research-compendium science-based-deep-learning

Last synced: 26 Apr 2025

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

PyTorch implementation of "MIDA: Multiple Imputation using Denoising Autoencoders"

autoencoder deep-learning imputation pytorch

Last synced: 10 Apr 2025

https://github.com/xN1ckuz/Crosswalks-Detection-using-YOLO

Crosswalks Detection using YOLO, project for Computer Vision and Machine Perception course at University of Basilicata, Computer Science and Engineering.

computer-vision convolutional-neural-networks crosswalk-detection crosswalks deep-learning detection-model neural-networks object-detection onnx onnx-models opencv pytorch yolo

Last synced: 21 Apr 2025

https://github.com/yj8023xx/xiwenlejian

一个基于深度学习的书籍推荐系统,可以根据用户的行为进行个性化的推荐

deep-learning java python recommender-system spark springcloud vue

Last synced: 23 Aug 2025

https://github.com/vita-group/smc-bench

[ICLR 2023] "Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!" Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang, AJAY KUMAR JAISWAL, Zhangyang Wang

benchmark deep-learning dynamic-sparse-training pruning sparse-neural-networks sparsity

Last synced: 19 Apr 2025

https://threedle.github.io/iSeg/

Interactive 3D Segmentation via Interactive Attention

3d-mesh-representation deep-learning differentiable-rendering interactive-segmentation

Last synced: 24 Jul 2025

https://github.com/nikhilroxtomar/ddanet

DDANet: Dual Decoder Attention Network for automatic Polyp Segmentation [International Conference on Pattern Recognition 2021]

computer-vision deep-learning pytorch semantic-segmentation

Last synced: 14 Apr 2025

https://github.com/i008/deepedge

deep learning edge detector based on U-net and BSDS 500 dataset

deep-learning edge-detection u-net

Last synced: 09 Oct 2025

https://github.com/justinmeiners/why-train-when-you-can-optimize

Learn multi-variable optimization by creating a drawing assistant. No deep learning required!

canvas deep-learning graphics machine-learning numerical-methods optimization

Last synced: 04 Feb 2026

https://github.com/akabe/docker-iocaml-datascience

Dockerfile of Jupyter (IPython notebook) and IOCaml (OCaml kernel) with libraries for data science and machine learning

data-science deep-learning docker functional-programming iocaml jupyter-notebook machine-learning ocaml

Last synced: 07 Oct 2025

https://github.com/podgorskiy/tensor4

tensor4 - pytorch to C++ convertor using lightweight templated tensor library

cpp deep-learning deep-neural-networks generator python pytorch tensor

Last synced: 13 Apr 2025

https://github.com/li-xirong/w2vvpp

W2VV++: A fully deep learning solution for ad-hoc video search

avs deep-learning query-representation video-retrieval

Last synced: 12 May 2025

https://github.com/dnlcrl/pyfunt

Pythonic Deep Learning Framework Inspired by Torch's Neural Network package

convolutional-neural-networks cython deep-learning deep-neural-networks deeplearning neural-network numpy pyfunt python torch

Last synced: 10 Jul 2025

https://github.com/shashwath94/hierarchical-seq2seq

A PyTorch implementation of the hierarchical encoder-decoder architecture (HRED) introduced in Sordoni et al (2015). It is a hierarchical encoder-decoder architecture for modeling conversation triples in the MovieTriples dataset. This version of the model is built for the MovieTriples dataset.

deep-learning hred nlp pytorch seq2seq-pytorch

Last synced: 15 Jul 2025

https://github.com/HistoCleanQUB/HistoClean

HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.

convolutional-neural-networks deep-learning gui gui-application image-analysis image-augmentation image-augmentation-preprocessing image-processing images

Last synced: 07 May 2025

https://github.com/anitan0925/ResFGB

Functional gradient boosting based on residual network perception

boosting classification deep-learning functional-gradient-boosting

Last synced: 23 Apr 2025

https://github.com/jmaces/robust-nets

Official implementation of the paper "Solving Inverse Problems With Deep Neural Networks - Robustness Included?" by M. Genzel, J. Macdonald, and M. März (2020).

adversarial-examples deep-learning fastmri inverse-problems neural-networks robustness stability

Last synced: 23 Apr 2025

https://github.com/minzhang-whu/cdmi-net

The implementation of CDMI-Net in Paper - Deep Multiple Instance Learning for Landslide Mapping

attention-mechanism change-detection deep-learning landslide-mapping level-set-method multiple-instance-learning pytorch remote-sensing siamese-network unet

Last synced: 08 Oct 2025

https://github.com/knazeri/coursera

Coursera's Machine/Deep Learning assignments

deep-learning machine-learning neural-networks

Last synced: 15 Oct 2025

https://github.com/roym899/pose_and_shape_evaluation

Toolbox to evaluate categorical pose and shape estimation methods

3d deep-learning object-pose-estimation pose pose-estimation reconstruction shape

Last synced: 30 Apr 2025

https://github.com/Mattdl/ContinualEvaluation

[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.

avalanche continual-evaluation continual-learning deep-learning lifelong-learning machine-learning pytorch stability-gap

Last synced: 08 May 2025

https://github.com/alexklibisz/deep-calcium

Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks (https://arxiv.org/abs/1707.06314)

calcium-imaging deep-learning neurofinder unet

Last synced: 21 Mar 2025

https://github.com/VMarsocci/3DCD

Remote sensing elevation (3D) change detection with deep learning

change-detection dataset deep-learning earth-observation elevation-change pytorch remote-sensing

Last synced: 11 May 2025

https://github.com/asrafulashiq/dynamic-cdfsl

Pytorch codes for NeurIPS 2021 paper titled "Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data".

deep-learning few-shot-learning hydra-core knowledge-distillation pytorch-lightning self-supervised-learning semi-supervised-learning

Last synced: 08 May 2025

https://github.com/cy-xu/cosmic-conn

Cosmic-CoNN: A Cosmic Ray Detection Deep-Learning Framework, Dataset, and Toolkit

astronomy-data-reduction ccd-observation classification convolutional-neural-networks cosmic-rays deep-learning neural-networks

Last synced: 06 Apr 2026

https://github.com/sayakpaul/a-barebones-image-retrieval-system

This project presents a simple framework to retrieve images similar to a query image.

computer-vision deep-learning keras representation-learning tensorflow2

Last synced: 01 May 2025

https://github.com/cysu/phd-thesis

Ph.D. Thesis - Scalable Human Identification with Deep Learning

computer-vision deep-learning human-identification person-reidentification person-search thesis-template

Last synced: 04 Apr 2025

https://github.com/lewtun/dl4phys

Deep learning for particle physicists

cnns deep-learning particle-physics transformers

Last synced: 05 May 2025

https://github.com/paccmann/paccmann_datasets

pytoda - PaccMann PyTorch Dataset Classes. Read the docs: https://paccmann.github.io/paccmann_datasets/

bioinformatics chemoinformatics deep-learning python pytorch rdkit smiles

Last synced: 09 Apr 2025

https://github.com/philipperemy/tensorflow-grid-lstm

Implementation of the paper https://arxiv.org/pdf/1507.01526v3.pdf (Tensorflow 1.0, Python 3)

deep-learning lstm machine-learning recurrent-neural-networks tensorflow time-series

Last synced: 08 Jul 2025

https://github.com/rasbt/posit2023-python-ml

Workshop materials for posit::conf(2023)

ai deep-learning machine-learning python

Last synced: 01 May 2025

https://github.com/cytadela8/trypophobia

Trypophobia images detector based on deep neural networks and utilities

deep-learning firefox-webextension javascript keras keras-js neural-network python scraping trypophobia-detector

Last synced: 27 Mar 2026

https://github.com/affromero/smile

SMILE: Semantically-guided Multi-attribute Image and Layout Editing, ICCV Workshops 2021.

deep-fake deep-learning face-manipulation generative-adversarial-network pytorch

Last synced: 15 Aug 2025

https://github.com/yeliudev/nncore

📦 A lightweight machine learning toolkit for researchers, providing common model design & learning functionalities.

deep-learning machine-learning pytorch

Last synced: 09 Aug 2025

https://github.com/harvardnlp/regulatory-prediction

Code and Data to accompany "Dilated Convolutions for Modeling Long-Distance Genomic Dependencies", presented at the ICML 2017 Workshop on Computational Biology

computational-biology convolutional-neural-networks deep-learning recurrent-neural-networks

Last synced: 21 Apr 2025

https://github.com/jrzaurin/nlp-stuff

A bit of everything about text and nlp [IN PROGRESS]

deep-learning python3 text-classification text-mining text-processing

Last synced: 22 Aug 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