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/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/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/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/abacaj/transformers-docker

Run, build, test transformer models using docker

deep-learning docker machine-learning transformers

Last synced: 26 Feb 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/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/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/nengo/keras-spiking

Spiking neuron integration for Keras

deep-learning keras python spiking-neural-networks tensorflow

Last synced: 12 Apr 2025

https://github.com/deepraj1729/yplate

License Plate Detection library powered by YOLO v3 and OpenCV with Command Line Interface

computer-vision deep-learning detect-plates machine-learning neural-networks number-plate-recognition numpy opencv tensorflow yolov3

Last synced: 01 May 2025

https://github.com/zhenye-na/computer-vision-uiuc

🖼️ CS543 / ECE549: Computer Vision in Spring 2018, University of Illinois at Urbana-Champaign

computer-vision deep-learning

Last synced: 28 Feb 2025

https://github.com/maxent-ai/lda2vec

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

chainer deep-learning embeddings lda nlp python3 sklearn text text-mining topic-modeling word-embeddings word2vec

Last synced: 07 Oct 2025

https://github.com/marcometer/unity-ml-environments

This repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.

deep-learning reinforcement-learning unity unity3d

Last synced: 23 Mar 2025

https://github.com/mseitzer/csmri-refinement

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

compressed-sensing deep-learning gan generative-adversarial-networks mri-reconstruction perceptual-quality

Last synced: 30 Jun 2025

https://github.com/aakashns/servefastai

Serve FastAI models and get a web-based UI with a single line of code

deep-learning fastai

Last synced: 01 Apr 2025

https://github.com/justinchuby/model-explorer-onnx

Visualize ONNX models with model-explorer

deep-learning onnx visualization

Last synced: 12 Jan 2026

https://github.com/datacanvasio/hyperkeras

An AutoDL tool for Neural Architecture Search and Hyperparameter Optimization on Tensorflow and Keras

autodl automl cnn deep-learning dnn enas keras nasnet neural-architecture-search tensorflow

Last synced: 14 Apr 2025

https://github.com/minyus/optkeras

OptKeras: wrapper around Keras and Optuna for hyperparameter optimization

deep deep-learning hyperparameter-optimization hyperparameters keras neural-network optuna

Last synced: 01 Oct 2025

https://github.com/coderpat/opengnn

Open source machine learning for graph-structured data

deep-learning graph-neural-networks

Last synced: 07 Mar 2026

https://github.com/orobix/quadra

Quadra: Effortless and reproducible deep learning workflows with configuration files.

anomaly-detection computer-vision deep-learning hydra lightning-ai pytorch pytorch-lightning segmentation-models

Last synced: 06 Feb 2026

https://github.com/sraashis/easytorch

EasyTorch is a research-oriented pytorch prototyping framework with a straightforward learning curve. It is highly robust and contains almost everything needed to perform any state-of-the-art experiments.

convolutional-neural-networks deep-learning deep-learning-example deep-learning-for-computer-vision fast-pytorch-training fundus-image-analysis getting-started-with-pytorch k-fold-cross-validation pytorch pytorch-for-medical-images pytorch-google-colab roc-auc transfer-learning

Last synced: 09 Apr 2025

https://github.com/edgarriba/ali-pytorch

Adversarially Learned Inference in Pytorch

deep-learning generative-model

Last synced: 27 Feb 2026

https://github.com/Mattral/KANX

One library, four surfaces. Production-grade Kolmogorov-Arnold Networks || TensorFlow + PyTorch + ONNX. || A small KAN beats a 10× larger MLP on smooth, separable target. One library. Two backends. Real ONNX export. Docker + Kubernetes ready.

deep-learning gpu-acceleration interpretability kan kolmogorov-arnold-networks machine-learning neural-networks onnx production-ml symbolic-regression tensorflow

Last synced: 22 Jun 2026

https://github.com/fuzzylabs/vertex-edge

A tool for training models to Vertex on Google Cloud Platform.

ai deep-learning gcp google-cloud-platform machine-learning ml-infrastructure mlops vertex-edge

Last synced: 17 Mar 2026

https://github.com/seungjaeryanlee/implementations-nfq

Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method

deep-learning deep-reinforcement-learning machine-learning paper python reinforcement-learning

Last synced: 06 Oct 2025

https://github.com/vinceecws/segnet_pytorch

PyTorch implementation of SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

deep-learning encoder-decoder pytorch segnet-pytorch semantic-segmentation

Last synced: 10 Jul 2025

https://github.com/hxwork/finet_pytorch

[AAAI 2022] FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration, Pytorch implementation.

3d-point-cloud-registration deep-learning pytorch

Last synced: 13 Apr 2025

https://github.com/dref360/keras-transform

Library for data augmentation

data-augmentation deep-learning keras

Last synced: 09 Mar 2026

https://github.com/adamwespiser/deep-learning-koans

A series of educational Deep Learning Koans, using Julia and Flux.jl

deep-learning education flux ijulia julia koans literate-programming notebooks

Last synced: 21 Jul 2025

https://github.com/devpranoy/video_coloriser

Pytorch Convolutional Neural Net and GAN based video coloriser that converts black and white video to colorised video.

black colab colab-notebook colorization deep-learning neural-network pytohn pytorch video white

Last synced: 14 May 2025

https://github.com/czhang99/SynonymNet

Entity Synonym Discovery via Multipiece Bilateral Context Matching (IJCAI'20) https://arxiv.org/abs/1901.00056

deep-learning ijcai2020 synonym-detection synonym-discovery synonym-matching

Last synced: 09 May 2025

https://github.com/pooya-mohammadi/face-detection-flask-nginx-gunicorn-docker

This is a minimal implementation of face-detection models using flask, gunicorn, nginx, docker, and docker-compose

api api-rest api-restful deep-learning docker docker-compose face-detection face-detector flask gunicorn mtcnn nginx opencv python pytorch tensorflow web-service

Last synced: 11 Apr 2025

https://github.com/bayer-science-for-a-better-life/phc-gnn

Implementation of the Paper: "Parameterized Hypercomplex Graph Neural Networks for Graph Classification" by Tuan Le, Marco Bertolini, Frank Noé and Djork-Arné Clevert

deep-learning graph-classification graph-neural-networks graph-representation-learning hypercomplex neural-message-passing quaternion

Last synced: 07 Apr 2026

https://github.com/aradfarahani/remote-sensing

And this Repository made the Journey of FEZtool.com

deep-learning geology machine-learning remote-sensing

Last synced: 07 Apr 2025

https://github.com/galliot-us/models

Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.

coral-tpu deep-learning deep-neural-networks edge-ai edge-computing edgetpu jetson-nano

Last synced: 07 Apr 2025

https://github.com/kyegomez/usm

Implementation of Google's USM speech model in Pytorch

ai artificial-intelligence dall3 deep-learning gpt4 gpt4all machine-learning neural-networks

Last synced: 15 Apr 2025

https://github.com/alkasaliss/democlassi

DEmoClassi stands for Demographic (age, gender, race) and Emotions (happy, sad, angry, ...) Classification from face images, using deep learning.

age deep-learning emotion-detection gender pytorch pytorch-ignite race

Last synced: 10 Apr 2025

https://github.com/akapet00/locally-adaptive-activation-functions

Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networks (PINNs) in PyTorch.

adaptive-activation-functions deep-learning paper-implementations physics-informed-neural-networks poisson-equation scientific-computing scientific-machine-learning

Last synced: 05 May 2025

https://github.com/bemova/deep-compression-compressing-deep-neural-networks-with-pruning-trained-quantization-and-huffman

It is a pytorch implementation of https://arxiv.org/abs/1510.00149 paper.

deep-learning pytorch

Last synced: 06 Mar 2026

https://github.com/rasbt/comparing-automatic-augmentation-blog

Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment

ai computer-vision deep-learning pytorch

Last synced: 01 May 2025

https://github.com/crodriguez1a/inver-synth

A Python implementation of the InverSynth method (Barkan, Tsiris, Koenigstein, Katz)

arxiv convolutional-layers deep-estimation deep-learning inver-synth python synthesizer

Last synced: 30 Apr 2025

https://github.com/jewelltaylor/camlgrad

Toy autograd engine in OCaml with Apple Accelerate backend

autograd deep-learning machine-learning macos neural-network ocaml tensor

Last synced: 10 Apr 2025

https://github.com/dalmia/quora-question-pairs

The code for our submission in Kaggle's competition Quora Question Pairs which ranked in the top 25%.

deep-learning machine-learning nlp quora-question-pairs tensorflow

Last synced: 10 Apr 2025

https://github.com/isaaccorley/mlp-mixer-pytorch

PyTorch implementation of "MLP-Mixer: An all-MLP Architecture for Vision" Tolstikhin et al. (2021)

artificial-intelligence computer-vision deep-learning neural-networks

Last synced: 26 Feb 2026

https://github.com/matlab-deep-learning/covid19-face-mask-detection-using-deep-learning

The entire workflow of developing deep learning model for detecting face mask.

covid19 deep-learning example matlab matlab-deep-learning ssd yolov2

Last synced: 07 May 2025

https://github.com/dlr-rm/curvature

Official Code: Estimating Model Uncertainty of Neural Networks in Sparse Information Form, ICML2020.

bayesian-deep-learning bayesian-inference bayesian-optimization deep-learning laplace-approximation pytorch robotics

Last synced: 06 Oct 2025

https://github.com/songyouwei/fiction_generator

Fiction generator with Tensorflow. 模仿王小波的风格的小说生成器

deep-learning keras lstm nlp seq2seq tensorflow text-generation

Last synced: 29 Apr 2025

https://github.com/zeakey/ldlforests

Label Distribution Learning Forest

academic-project deep-learning

Last synced: 25 Mar 2025

https://github.com/lucidrains/triangle-multiplicative-module

Implementation of the Triangle Multiplicative module, used in Alphafold2 as an efficient way to mix rows or columns of a 2d feature map, as a standalone package for Pytorch

artificial-intelligence deep-learning protein-folding

Last synced: 05 Jul 2025

https://github.com/elisim/piven

Official implementation of the paper "PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction" by Eli Simhayev, Gilad Katz and Lior Rokach.

deep-learning prediction-intervals regression tensorflow uncertainty-estimation

Last synced: 13 Jul 2025

https://github.com/renovamen/flint

A toy deep learning framework implemented in pure Numpy from scratch. Aka homemade PyTorch lol.

autodiff autodifferentiation autograd deep-learning neural-network numpy

Last synced: 24 Apr 2025

https://github.com/matlab-deep-learning/rl-agent-based-traffic-control

Develop agent-based traffic management system by model-free reinforcement learning

deep-learning matlab matlab-deep-learning reinforcement-learning traffic-control traffic-management

Last synced: 07 May 2025

https://github.com/gitycc/tensorflow_tutorial

Step by step, Let you learn how to use tensorflow in practical.

deep-learning machine-learning neurel-network tensorflow

Last synced: 03 Jul 2025

https://github.com/alyosama/virnet

VirNet: A deep attention model for viral reads identification

bioinformatics deep-learning keras lstm metagenomics python

Last synced: 18 Jan 2026

https://github.com/matlab-deep-learning/mask-rcnn

Mask-RCNN training and prediction in MATLAB for Instance Segmentation

deep-learning instance-segmentation matlab matlab-deep-learning object-detection pretrained-models

Last synced: 07 May 2025

https://github.com/cTJakt/glaucus

A general data-flow-based machine learning suit combining auto machine learning and multiple simplified machine learning algorithm for unprofessional data scenitists

automl deep-learning hyperparameter-optimization machine-learning react

Last synced: 07 May 2025

https://github.com/nachifur/llpc

Frontiers in Neuroinformatics 2022: Local Label Point Correction for Edge Detection of Overlapping Cervical Cells

data-centric-ai dataset deep-learning edge-detection label-correction overlapping-cell point-correction segmantation segmentation

Last synced: 16 Mar 2025

https://github.com/rohan-paul/awesome-machine-learning-datascience_resources

Curated Collection of Online and Free Resources for serious learning of Machine Learning and Data Science.

artificial-intelligence data-science deep-learning deeplearning machine-learning mathematics

Last synced: 03 Jul 2025

https://github.com/deeppavlov/deep-rl-seminars

Materials for Deep RL seminars.

deep-learning reinforcement-learning

Last synced: 22 Apr 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/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/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/rekalantar/medsegmentanything_sam_lungct

The code to finetune SAM with bounding box prompt for segmentation of the lungs on CT

ct deep-learning huggingface lung-segmentation medical-image-segmentation sam segment-anything transformers

Last synced: 08 Sep 2025

https://github.com/neurotorch/neurotorch

Biologically based dynamics for machine learning and deep learning tools for neuroscience.

deep-learning neural-networks neuroscience python pytorch

Last synced: 17 Mar 2025

https://github.com/celtics1863/envtext

中文环境领域文本分析包,纯神经网络架构,支持EnvBert,LSTM,RNN,word2vec等模型,支持自定义模型,下游任务包括分类,回归,多选,情感分析,命名实体识别等,专题包括气候变化文本分析,环境知识图谱等。针对领域研究进行了接口的优化,一键使用模型。

bert chinese chinese-nlp deep-learning nlp nlp-machine-learning text

Last synced: 17 Jan 2026

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/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/AIDajiangtang/Segment-Anything-CPP

segment anything(SAM) for CPP Inference

deep-learning segment-anything

Last synced: 18 Mar 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/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/haleshot/deep-ml

A platform for deep learning challenges and AI education. Deep-ML is a website dedicated to making deep learning challenges accessible and engaging. It offers a variety of AI-related problems for learners at different skill levels.

algorithms artificial-intelligence deep-learning deep-learning-algorithms deep-neural-networks linear-algebra linear-regression machine-learning machine-learning-algorithms

Last synced: 09 Mar 2026

https://github.com/lucasjinreal/shadowless

A Fast and Open Source Autonomous Perception System.

autodrive deep-learning detection faster-rcnn lanes segmentation

Last synced: 07 Apr 2025

https://github.com/eimg/burmese-text-classifier

A neural network based text classification system for Burmese

deep-learning javascript nlp

Last synced: 14 Mar 2025

https://github.com/arya920/career-guidance-ai-bot

This project presents the development of a career counseling bot that utilizes Quora data to provide users with valuable insights and recommendations for their career choices

cnn deep-learning deep-neural-networks machine-learning neural-network nlp-machine-learning streamlit-webapp

Last synced: 30 Jul 2025

https://github.com/gretelai/trainer

Simple interface to synthesize complex and highly dimensional datasets using Gretel APIs.

data-generation deep-learning gan gans language-model machine-learning synthetic-data

Last synced: 04 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 1,116 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559