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/by256/icsg3d

3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)

cheminformatics computational-chemistry computational-physics crystallography deep-learning representation-learning

Last synced: 30 Dec 2025

https://github.com/blackbird71sr/rgbd-object-detection

3D Object Detection (iHack IIT Bombay) - Deep Learning based real-Time solution using YOLO and Fast RCNN

deep-learning depth-images detection keras object-detection python rcnn rgbd yolov3

Last synced: 29 Apr 2025

https://github.com/tirthajyoti/tensorflow_basics

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

classification colab-notebook colaboratory convolutional-neural-networks deep-learning google-cloud-platform keras keras-tensorflow machine-learning mnist neural-network recurrent-neural-networks regression tensorflow time-series

Last synced: 30 Apr 2025

https://github.com/eurus-holmes/cmu11-785

:dizzy: 11-785 Introduction to Deep Learning Fall 2018

cmu deep-learning

Last synced: 02 May 2025

https://github.com/kinwaicheuk/reconvat

ReconVAT: a semi-supervised automatic music transcription (AMT) model

automatic-music-transcription deep-learning music pytorch semi-supervised-learning

Last synced: 30 Apr 2025

https://github.com/diningphil/CGMM

Official Repository of "Contextual Graph Markov Model" (ICML 2018 - JMLR 2020)

deep-learning graphs machine-learning probabilistic-graphical-models unsupervised-learning

Last synced: 27 Mar 2025

https://github.com/yura52/delu

Deep Learning Utilities for PyTorch users (old name: Zero)

ai artificial-intelligence deep-learning machine-learning neural-networks python pytorch

Last synced: 09 Apr 2025

https://github.com/cambridge-iccs/fortran-tf-lib

A library for directly calling TensorFlow / Keras ML models from Fortran.

deep-learning fortran interoperability keras machine-learning tensorflow

Last synced: 26 Jun 2026

https://github.com/hugochan/GraphFlow

Code & data accompanying the IJCAI 2020 paper "GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension"

conversational-ai deep-learning graph-neural-networks machine-comprehension pytorch

Last synced: 19 Jul 2025

https://github.com/tomorrowisanotherday/tensorgo

Using the tensorgo API for TensorFlow Async Model Parallel

asynchronous deep-learning parallel tensorflow

Last synced: 13 Apr 2025

https://github.com/eidoslab/simplify

Simplification of pruned models for accelerated inference | SoftwareX https://doi.org/10.1016/j.softx.2021.100907

deep-learning optimization pruning

Last synced: 24 Jun 2025

https://github.com/tipani86/starchild

A Chatbot Game for Autistic Children 一款为孤独症孩子设计的聊天机器人游戏

asd autism chatbot computer-vision cv deep-learning game salient-object-detection

Last synced: 01 Aug 2025

https://github.com/vzhong/chainer2pytorch

Converts Chainer modules to PyTorch, parameters included.

chainer deep-learning pytorch

Last synced: 12 Apr 2025

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

Pytorch Codes for Beginner

deep-learning pytorch

Last synced: 04 Oct 2025

https://github.com/lamda-rl/odis

The implementation of ICLR-2023 paper "Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data".

deep-learning machine-learning multi-agent-reinforcement-learning pytorch reinforcement-learning

Last synced: 14 Oct 2025

https://github.com/pipidog/keras_to_tensorflow

A tutorial on converting your keras models to tensorflow .pb format for inference

convert deep-learning keras tensorflow tutorial

Last synced: 16 Jan 2026

https://github.com/yandex-research/tabpfn-finetuning

On Finetuning Tabular Foundation Models Paper Code

deep-learning foundation-models tabpfn tabular tabular-ml

Last synced: 11 Apr 2026

https://github.com/waltersimoncini/fungivision

Library implementation of "No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations"

computer-vision deep-learning retrieval self-supervised-learning

Last synced: 04 Sep 2025

https://github.com/sar-gupta/neural-network-from-scratch

Implementation of a neural network from scratch in python.

deep-learning hacktoberfest machine-learning mnist neural-network python python3

Last synced: 23 Feb 2026

https://github.com/lucidrains/scaling-vin-pytorch

Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group

artificial-intelligence deep-learning planning value-iteration-networks

Last synced: 30 Jun 2025

https://github.com/genn-team/ml_genn

A library for deep learning with Spiking Neural Networks (SNN).

deep-learning genn machine-learning spiking-neural-networks

Last synced: 20 Jan 2026

https://github.com/guanfuchen/cnn_np

使用numpy构建cnn复习深度学习知识

convolution deep-learning numpy

Last synced: 18 Nov 2025

https://github.com/aome510/mask-classifier

Detecting/classifying masked faces in real-time

deep-learning keras machine-learing python

Last synced: 14 Apr 2025

https://github.com/corochann/chainer-pointnet

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

chainer classification cupy deep-learning deep-neural-networks pointnet segmentation

Last synced: 14 Apr 2025

https://github.com/hitlic/deepepochs

Pytorch模型训练工具

deep-learning pytorch training training-tools

Last synced: 25 Sep 2025

https://github.com/mzguntalan/zephyr

Zephyr is a declarative neural network library on top of JAX allowing for easy and fast neural network designing, creation, and manipulation

deep-learning deep-neural-networks jax machine-learning neural-network

Last synced: 09 May 2025

https://github.com/tuvovan/rfdnet-imagesuperresolution

Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution

computational-imaging computer-vision convolutional-neural-networks deep-learning image-enhancement image-super-resolution keras tensorflow tensorflow2

Last synced: 20 Aug 2025

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

Implementation of the Hybrid Perception Block and Dual-Pruned Self-Attention block from the ITTR paper for Image to Image Translation using Transformers

artificial-intelligence attention-mechanism deep-learning image-to-image-translation

Last synced: 30 Apr 2025

https://github.com/vndee/offline-crohme

Converting CROHME dataset for Online-handwritting recognition to Offline-handwritting recognition.

crohme dataset deep-learning handwriting-recognition

Last synced: 12 May 2025

https://github.com/lkytal/pepnet

The state of the art Deep CNN neural network for de novo sequencing of tandem mass spectra

convolutional-neural-networks deep-learning mass-spectrometry

Last synced: 18 Jun 2025

https://github.com/marco-c/autowebcompat

Automatically detect web compatibility issues

deep-learning machine-learning neural-networks

Last synced: 14 Mar 2026

https://github.com/zhenhuaw-me/onnxcli

ONNX Command-Line Toolbox

deep-learning onnx python

Last synced: 23 Apr 2025

https://github.com/alexeyev/keras-generating-sentences-from-a-continuous-space

Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349

deep-learning deeplearning keras keras-implementations nlp text-generation vae variational-autoencoder

Last synced: 26 Apr 2025

https://github.com/ivan-bilan/nlp-and-data-science-spotlights

Regular spotlights of underrated NLP and Data Science GitHub repositories

data-science deep-learning natural-language-processing nlp spotlight

Last synced: 12 Feb 2026

https://github.com/qengineering/face-recognition-with-mask-jetson-nano

Recognize 2000+ faces on your Jetson Nano with additional mask detection, auto-fill and anti-spoofing

anti-spoofing arcface deep-learning face-detection face-mask-detection face-recognition jetson-nano mask-detection mtcnn ncnn paddle-lite retinaface

Last synced: 09 Oct 2025

https://github.com/the-pinbo/crop-prediction

Developed a machine learning-based crop prediction model to assist farmers in making informed decisions about crop selection, planting, and harvesting.Integrated weather and geolocation APIs along with a web page for simplified user experience.

crop-prediction crop-recommendation deep-learning fast-api ml pytorch tri-nit

Last synced: 15 Mar 2026

https://github.com/matamalaortiz/pong-ml

Machine Learning Pong Game in The Browser

deep-learning javascript machine-learning p5ml

Last synced: 19 Sep 2025

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

Implementation of the Remixer Block from the Remixer paper, in Pytorch

artificial-intelligence deep-learning transformers

Last synced: 30 Apr 2025

https://github.com/fetchai/colearn

Colearn is a collection of protocols for running multi-stakeholder machine learning that preserve data privacy

blockchain deep-learning machine-learning priv python

Last synced: 10 Mar 2026

https://github.com/harshcasper/helpinghand

Leveraging Intelligent Processing Tools and Algorithms to help the Visually Impaired see and navigate 💥✨

blind-people data-modeling deep-learning flutter flutter-apps helpinghand mobile-app

Last synced: 23 Mar 2025

https://github.com/aquaskyline/skyhawk

An Artificial Neural Network-based discriminator for validating clinically significant genomic variants

bioinformatics computational-biology deep-learning precision-medicine

Last synced: 21 Mar 2025

https://github.com/cuge1995/mesh-attack

our code for paper '3D Adversarial Attacks Beyond Point Cloud ', Information Sciences, 2023

adversarial-attacks deep-learning mesh point-cloud

Last synced: 05 May 2025

https://github.com/altschulerwu-lab/muse

MUSE is a deep learning approach characterizing tissue composition through combined analysis of morphologies and transcriptional states for spatially resolved transcriptomics data.

clustering data-integration deep-learning multi-modal-analysis single-cell-ananlysis spatial-transcriptomics tensorflow

Last synced: 14 Dec 2025

https://github.com/rainmaker712/nlp_ryan

Study for Natural Language Processing & Deep Learning Framework

chatbot deep-learning machine-comprehension machine-learning nlp python pytorch scala spark tensorflow

Last synced: 05 May 2025

https://github.com/patwie/tf_zmq

TensorFlow operation for reading data from sockets (lightweight c++)

cpp11 data-reader deep-learning tensorflow tensorflow-op tensorflow-operation tensorflow-ops

Last synced: 30 Apr 2025

https://github.com/mmourafiq/philo2vec

An implementation of word2vec applied to [stanford philosophy encyclopedia](http://plato.stanford.edu/)

crawled-data deep-learning embeddings negative-samples philosophy-encyclopedia skips tensorflow vector-representations word2vec

Last synced: 10 Apr 2025

https://github.com/rickiepark/ml-powered-applications

<머신러닝 파워드 애플리케이션>의 코드 저장소입니다. 원서 깃허브는 https://github.com/hundredblocks/ml-powered-applications 입니다.

deep-learning machine-learning

Last synced: 10 Apr 2025

https://github.com/cloud-cv/vilbert-multi-task

:eyes: :speaking_head: :memo:12-in-1: Multi-Task Vision and Language Representation Learning Web Demo

channels cnn deep-learning javascript machine-learning postgresql python3 rabbitmq redis visual-question-answering web-sockets

Last synced: 07 May 2025

https://github.com/zalandoresearch/first_order_gan

Create images and texts with the First Order Generative Adversarial Networks arxiv.org/abs/1802.04591

deep-learning generative-adversarial-network generative-adversarial-networks unsupervised-learning

Last synced: 24 Apr 2025

https://github.com/devamoghs/keras-style-transfer

An implementation of "A Neural Algorithm of Artistic Style" in Keras

deep-learning neural-networks neural-style neural-style-transfer style-transfer

Last synced: 30 Apr 2025

https://github.com/fdalvi/cat-detector

Deep Learning for detecting cats in the wild!

convolutional-neural-networks deep-learning object-detection tensorflow

Last synced: 27 Oct 2025

https://github.com/lusinlu/bias-loss-skipblocknet

[ICCV 2021]Code for the the bias loss and evaluation of SkipblockNet model on ImageNet validation set

deep-learning loss-functions machine-learning mobile-networks mobilenet objective-functions pytorch pytorch-implementation

Last synced: 14 Apr 2025

https://github.com/kevinliao159/quora

Kaggle: Quora Insincere Questions Classification - detect toxic content to improve online conversations

deep-learning kaggle machine-learning natural-language-processing neural-networks toxic-comment-classification

Last synced: 07 Mar 2026

https://github.com/bhklab/med-imagetools

Transparent and reproducible medical image processing pipelines in Python.

deep-learning dicom machine-learning medical nifti nrrd python pytorch torch

Last synced: 06 Apr 2025

https://github.com/sshuair/dl-docker-geospatial

Deep learning docker files and docker images for geospatial anaysis.

deep-learning docker geo machine-learning satellite

Last synced: 07 Apr 2026

https://github.com/hyperparticle/lemmatag

A neural network that jointly part-of-speech tags and lemmatizes sentences, boosting accuracy for morphologically-rich languages (Czech, Arabic, etc.)

deep-learning lemmatization machine-learning natural-language-processing neural-network nlp pos-tagging tensorflow

Last synced: 11 Apr 2025

https://github.com/sea-snell/calm-dialogue

Official code for the paper "Context-Aware Language Modeling for Goal-Oriented Dialogue Systems"

deep-learning language-model nlp python pytorch reinforcement-learning

Last synced: 02 Oct 2025

https://github.com/pwb97/deepfake-detection

Learning a Deep Dual-level Network for Robust DeepFake Detection

auc-loss capsulenet dctnet deep-learning deepfake-detection facexray fwa mesonet pytorch tensorflow transformer vit xception

Last synced: 13 May 2025

https://github.com/ariefrahmansyah/face-mask-detection

Real-time Face Mask Detection using TensorFlow and Keras.

deep-learning face-mask-detection keras opencv tensorflow tensorflowjs

Last synced: 14 Apr 2025

https://github.com/unixpickle/anynet

Framework for artificial neural networks

deep-learning machine-learning

Last synced: 02 May 2025

https://github.com/prudhvignv/speech-emotion-recognization

Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures

cnn deep-learning deep-neural-networks ipynb machine-learning-algorithms mlp ravdass speech-emotion-detection svm

Last synced: 23 Jul 2025

https://github.com/berkeleybop/artificial-intelligence-ontology

An ontology modeling classes and relationships describing deep learning networks, their component layers and activation functions, machine learning methods, as well as AI/ML potential biases.

artificial-intelligence deep-learning ontology vocabulary

Last synced: 10 Mar 2026

https://github.com/ise-uiuc/deeprel

Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)

deep-learning fuzzing pytorch tensorflow

Last synced: 16 May 2025

https://github.com/dhbrojas/gopilot

Gopilot 🤖 is a (tiny) Large Language Model, trained on Go code, on a research budget

code-generation deep-learning golang llm natural-language-processing transformers

Last synced: 23 Mar 2025

https://github.com/dohlee/chromoformer

The official code implementation for Chromoformer in PyTorch. (Lee et al., Nature Communications. 2022)

artificial-intelligence bioinformatics deep-learning epigenomics gene-expression genomics histone-modifications transcriptomics transformer

Last synced: 29 Apr 2025

https://github.com/cai4cai/torchsparsegradutils

A collection of utility functions to work with PyTorch sparse tensors

deep-learning pytorch sparse-ditributions sparse-linear-systems sparse-matrix

Last synced: 01 Mar 2026

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

Font latent space explorer using tensorflow.js

deep-learning tensorflow visualization

Last synced: 28 Jul 2025

https://github.com/volkamerlab/maxsmi

maxsmi: a guide to SMILES augmentation. Find the optimal SMILES augmentation for accurate molecular prediction.

cheminformatics data-augmentation deep-learning

Last synced: 19 Feb 2026

https://github.com/podgorskiy/stylegancpp

Unofficial implementation of StyleGAN's generator

cpp deep-learning gan generative-adversarial-network stylegan

Last synced: 17 Jul 2025

https://github.com/fulyankin/deep_learning_tf

deep learning with tensorflow (russian)

deep-learning tensorflow

Last synced: 07 Jul 2025

https://github.com/GINK03/alt-i2v

alternative illustration2vec implitation of sigmoids of fully connected layer

deep-learning keras multiclass-classification otaku vectorization

Last synced: 20 Nov 2025

https://github.com/deephealthproject/eddl

European Distributed Deep Learning (EDDL) library. A general-purpose library initially developed to cover deep learning needs in healthcare use cases within the DeepHealth project.

autograd cpp deep-learning gpu machine-learning neural-network tensor

Last synced: 18 Jan 2026

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