Projects in Awesome Lists tagged with autoencoder

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

autoencoder convolutional-neural-networks deep-learning gan machine-translation natural-language-processing recurrent-neural-networks style-transfer tensorflow-examples

Last synced: 14 May 2025

https://github.com/NELSONZHAO/zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

autoencoder convolutional-neural-networks deep-learning gan machine-translation natural-language-processing recurrent-neural-networks style-transfer tensorflow-examples

Last synced: 15 May 2025

https://github.com/golbin/tensorflow-tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec

Last synced: 15 May 2025

https://github.com/golbin/TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec

Last synced: 01 May 2025

https://github.com/packtpublishing/advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

autoencoder deep-learning gan keras reinforcement-learning vae

Last synced: 15 May 2025

https://github.com/vivekpa/aialpha

Use unsupervised and supervised learning to predict stocks

algorithmic-trading artificial-intelligence artificial-neural-networks autoencoder lstm machine-learning python quantitative-finance stock-price-prediction trading-strategies wavelet-transform yahoo-finance-api

Last synced: 16 May 2025

https://github.com/VivekPa/AIAlpha

Use unsupervised and supervised learning to predict stocks

algorithmic-trading artificial-intelligence artificial-neural-networks autoencoder lstm machine-learning python quantitative-finance stock-price-prediction trading-strategies wavelet-transform yahoo-finance-api

Last synced: 18 Mar 2025

https://github.com/NifTK/NiftyNet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

autoencoder convolutional-neural-networks deep-learning deep-neural-networks distributed gan image-guided-therapy medical-image-analysis medical-image-computing medical-image-processing medical-images medical-imaging ml neural-network pip python python2 python3 segmentation tensorflow

Last synced: 18 Jul 2025

https://github.com/niftk/niftynet

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

autoencoder convolutional-neural-networks deep-learning deep-neural-networks distributed gan image-guided-therapy medical-image-analysis medical-image-computing medical-image-processing medical-images medical-imaging ml neural-network pip python python2 python3 segmentation tensorflow

Last synced: 31 Dec 2025

https://github.com/RubensZimbres/Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

anomaly-detection autoencoder deep-learning denoising-autoencoders generative-adversarial-network glove keras keras-layer keras-models latent-dirichlet-allocation natural-language-processing nlp opencv resnet-50 segnet sentiment-analysis svm-classifier t-sne variational-autoencoder word2vec

Last synced: 14 Mar 2025

https://github.com/rubenszimbres/repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

anomaly-detection autoencoder deep-learning denoising-autoencoders generative-adversarial-network glove keras keras-layer keras-models latent-dirichlet-allocation natural-language-processing nlp opencv resnet-50 segnet sentiment-analysis svm-classifier t-sne variational-autoencoder word2vec

Last synced: 16 May 2025

https://github.com/wubinzzu/neurec

Next RecSys Library

adversarial-learning autoencoder collaborative-filtering convolutional-neural-networks deep-learning gcn neural-networks recommender-systems sequential social-network tensorflow variational-autoencoder

Last synced: 15 May 2025

https://github.com/wubinzzu/NeuRec

Next RecSys Library

adversarial-learning autoencoder collaborative-filtering convolutional-neural-networks deep-learning gcn neural-networks recommender-systems sequential social-network tensorflow variational-autoencoder

Last synced: 20 Jul 2025

https://github.com/alexandre01/deepsvg

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

autoencoder deep-learning deep-svg library machine-learning python pytorch sketch-rnn sketches svg svg-animations svg-vae transformer

Last synced: 05 May 2025

https://github.com/wmhello/laravel_template_with_vue

laravel6和vue-element-admin结合的前后端分离项目模板。包含接口端、管理端、小程序和微信公众号端，绝对是你做外包或者自建项目的首选模板。模板内容包括基础的用户管理和权限管理、日志管理、集成第三方登录，整合workerman框架中的GatewayWorker项目来实现了websocket 做到了消息的实时推送，并在此基础上，实现了聊天室和客服功能；实现低代码开发，能分析数据表内容及其设置，实现自动生成代码。

autoencoder chat gatewayworker manger passport rbac restful-api s template vue-admin-tamplate vue-element-admin vuejs websocket workerman

Last synced: 16 May 2025

https://github.com/phizaz/diffae

Official implementation of Diffusion Autoencoders

autoencoder cvpr2022 deep-learning diffusion-models ffhq latent-variable-models lsun

Last synced: 16 May 2025

https://github.com/shubhomoydas/ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

active-learning adversarial-attacks anogan anomaly-detection autoencoder concept-drift ensemble-learning explaination gan generative-adversarial-network graph-convolutional-networks interpretability lstm nettack rnn streaming time-series timeseries trees unsuperivsed

Last synced: 16 Mar 2025

https://github.com/GoogleCloudPlatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Apr 2025

https://github.com/googlecloudplatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 03 Oct 2025

https://github.com/wagamamaz/tensorflow-tutorial

TensorFlow and Deep Learning Tutorials

autoencoder cnn convolutional-neural-networks deep-learning deep-learning-tutorial deep-reinforcement-learning keras machine-learning multi-layer-perceptron neural-machine-translation neural-network neural-networks nlp notebook recurrent-neural-networks reinforcement-learning tensorflow tensorflow-tutorials tensorlayer tflearn

Last synced: 04 Apr 2025

https://github.com/julesbelveze/time-series-autoencoder

PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series

attention-mechanisms autoencoder forecasting lstm-autoencoder multivariate-timeseries pytorch time-series

Last synced: 15 May 2025

https://github.com/EndlessSora/focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

autoencoder complementary frequency-analysis frequency-domain gan generative-adversarial-network generative-models generic iccv2021 image-generation image-reconstruction image-synthesis loss loss-function pix2pix spade stylegan2 variational-autoencoder

Last synced: 08 May 2025

https://github.com/mahmoudnafifi/Deep_White_Balance

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

auto-encoder auto-white-balance autoencoder color-constancy color-correction color-enhancement color-manipulation color-processing computational-photography cvpr-2020 cvpr20 cvpr2020 deep-white-balance deeplearning image-enhancement image-manipulation multitask-learning white-balance whitebalance

Last synced: 07 Apr 2025

https://github.com/jsn5/dancenet

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

autoencoder computer-vision generative-model keras lstm mixture-density-networks

Last synced: 19 Jul 2025

https://github.com/shayneobrien/generative-models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

autoencoder began discriminator dragan fgan fishergan gan generative-adversarial-network generative-models infogan lsgan machine-learning mmgan nsgan python pytorch ragan vae wasserstein wgan

Last synced: 01 Apr 2025

https://github.com/hwalsuklee/tensorflow-mnist-vae

Tensorflow implementation of variational auto-encoder for MNIST

autoencoder dae denoising-autoencoders mnist tensorflow vae variational-autoencoder

Last synced: 05 Apr 2025

https://github.com/charlesq34/pointnet-autoencoder

Autoencoder for Point Clouds

autoencoder deep-learning point-cloud pointnet

Last synced: 07 May 2025

https://github.com/shobrook/sequitur

Library of autoencoders for sequential data

autoencoder autoencoder-model lstm pytorch sequence time-series

Last synced: 04 Apr 2025

https://github.com/sudharsan13296/hands-on-deep-learning-algorithms-with-python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

adagrad autoencoder capsule-network cnn-math contractive-autonencoders cyclegan deep-learning-math deep-learning-mathematics deep-learning-scratch doc2vec few-shot-learning gans gru lstm-math nadam quick-thought rnn-derivation skip-thoughts tensorflow word-embeddings

Last synced: 13 Sep 2025

https://github.com/lucashu1/link-prediction

Representation learning for link prediction within social networks

autoencoder graph-algorithms link-prediction networkx node2vec representation-learning social-network

Last synced: 04 Apr 2025

https://github.com/akurgat/automating-technical-analysis

Using data analytics alongside popular trading strategies and indicators, to identify best trading actions based solely on the price action.

algorithmic-trading autoencoder binance cryptocurrency data-analysis deep-learning futures heroku plotly python restful-api stock-analysis streamlit technical-analysis tensorflow time-series-analysis trading trading-algorithms transformer yahoo-finance

Last synced: 16 May 2025

https://github.com/marian42/shapegan

Generative Adversarial Networks and Autoencoders for 3D Shapes

3d autoencoder gan generative-adversarial-network machine-learning pytorch sdf

Last synced: 01 Aug 2025

https://github.com/koba-jon/pytorch_cpp

Deep Learning sample programs using PyTorch in C++

anomaly-detection autoencoder convolutional-autoencoder cpp dagmm dcgan deep-learning dimensionality-reduction generative-modeling image-to-image-translation libtorch linux multiclass-classification object-detection pix2pix pytorch semantic-segmentation u-net vae yolo

Last synced: 22 Jan 2026

https://github.com/bdy9527/SDCN

Structural Deep Clustering Network

autoencoder deep-clustering graph-convolutional-networks knn-graphs self-supervised-learning

Last synced: 08 Apr 2025

https://github.com/oke-aditya/image_similarity

PyTorch Blog Post On Image Similarity Search

auto-encoders autoencoder image-retrieval image-similarity pytorch unsupervised-learning

Last synced: 09 Apr 2025

https://github.com/ymirsky/KitNET-py

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.

anomaly-detection autoencoder incremental machine-learning neural-networks

Last synced: 20 Nov 2025

https://github.com/benedekrozemberczki/danmf

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 06 May 2025

https://github.com/benedekrozemberczki/DANMF

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 27 Mar 2025

https://github.com/rpng/calc

Convolutional Autoencoder for Loop Closure

autoencoder deep-learning hog-features loop-closure place-recognition unsupervised-learning

Last synced: 08 May 2025

https://github.com/despoisj/latentspacevisualization

Visualization techniques for the latent space of a convolutional autoencoder in Keras

autoencoder deep-learning machine-learning neural-network visualization

Last synced: 22 Aug 2025

https://github.com/StefanDenn3r/Unsupervised_Anomaly_Detection_Brain_MRI

Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study

anomaly-detection autoencoder deep-learning gan mri segmentation unsupervised-learning variational-autoencoder

Last synced: 14 Mar 2025

https://github.com/markovmodel/deeptime

Deep learning meets molecular dynamics.

autoencoder computational-biology computational-chemistry data-analysis deep-learning dimension-reduction machine-learning markov-model python pytorch tensorflow time-series

Last synced: 13 May 2025

https://github.com/greenelab/tybalt

Training and evaluating a variational autoencoder for pan-cancer gene expression data

analysis autoencoder cancer cancer-genomics deep-learning gene-expression script tool unsupervised-learning variational-autoencoder variational-autoencoders

Last synced: 06 Mar 2026

https://github.com/araffin/srl-zoo

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

autoencoder deep-learning forward-model inverse-model neural-network pytorch reinforcement-learning representation-learning srl state-representation-learning vae

Last synced: 14 Apr 2025

https://github.com/makgyver/rectorch

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

autoencoder collaborative-filtering generative-adversarial-network matrix-factorization pypi pytorch recommender-system top-n-recommendations variational-autoencoder

Last synced: 14 Feb 2026

https://github.com/hwalsuklee/tensorflow-mnist-cvae

Tensorflow implementation of conditional variational auto-encoder for MNIST

autoencoder conditional conditional-vae cvae denoising denoising-autoencoders denoising-images mnist tensorflow vae variational-autoencoder variational-inference

Last synced: 13 Apr 2025

https://github.com/chrismattmann/mlwithtensorflow2ed

Code for Machine Learning with TensorFlow: 2nd Edition Published by Manning Publications

autoencoder classification clustering deep-learning docker machine-learning machine-learning-algorithms manning-publications ml ml-with-tensorflow python python2 regression tensorflow tensorflow-tutorials tika

Last synced: 22 Jun 2025

https://github.com/richzhang/splitbrainauto

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. In CVPR, 2017.

autoencoder caffe unsupervised-learning

Last synced: 07 May 2025

https://github.com/podgorskiy/gpnd

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

aae adversarial-autoencoders adversarial-learning anomaly-detection autoencoder deep-learning deep-neural-networks deep-novelty-detection gan generative-adversarial-network machine-learning mnist nips-2018 novelty-detection novelty-detector pdf probability pytorch

Last synced: 16 Sep 2025

https://github.com/tgsmith61591/smrt

Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.

autoencoder class-imbalance machine-learning neural-networks smote tensorflow vae variational-autoencoder

Last synced: 13 Apr 2025

https://github.com/dsgiitr/visualml

Interactive Visual Machine Learning Demos.

autoencoder deep-learning logistic-regression machine-learning mlp-classifier pca style-transfer svm tensorflow-js vanishing-gradient visualizations

Last synced: 15 Apr 2025

https://github.com/andi611/zerospeech-tts-without-t

A Pytorch implementation for the ZeroSpeech 2019 challenge.

adversarial-learning asr autoencoder automatic-speech-recognition gan text-to-speech tts tts-without-t zerospeech

Last synced: 01 Mar 2026

https://github.com/lyeoni/pytorch-mnist-vae

autoencoder deep-learning generative-model mnist pytorch vae

Last synced: 09 Oct 2025

https://github.com/jbramburger/DataDrivenDynSyst

Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems

autoencoder autoencoder-neural-network autoencoders conservation-laws data-science dynamic-mode-decomposition dynamical-systems extended-dynamic-mode-decomposition forecasting kernel-methods machine-learning neural-network physics-informed-learning physics-informed-neural-networks poincare-map sindy sindy-algorithm stroboscopic-map time-delay universal-approximation-theorem

Last synced: 01 May 2025

https://github.com/cair/tmu

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

absorbing-states autoencoder convolution cuda gpu incremental incremental-computation multi-output pattern-recognition propositional-logic regression relational-logic sparse tsetlin-machine

Last synced: 09 Apr 2025

https://github.com/rubenszimbres/repo-2016

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

autoencoder deep-learning face-recognition keras lasagne lstm lstm-neural-networks mathematica natural-language-processing nlp nlp-machine-learning python python-3 python3 rstats theano theano-models time-series-analysis timeseries word2vec

Last synced: 10 Apr 2025

https://github.com/galoisinc/dlkoopman

A general-purpose Python package for Koopman theory using deep learning.

autoencoder deep-learning dynamical-systems koopman

Last synced: 17 Aug 2025

https://github.com/florentf9/desom

:globe_with_meridians: Deep Embedded Self-Organizing Map: Joint Representation Learning and Self-Organization

autoencoder clustering deep-learning keras kohonen-map representation-learning self-organizing-map som visualization

Last synced: 10 Apr 2025

https://github.com/sylvaticus/betaml.jl

Beta Machine Learning Toolkit

ai artificial-intelligence autoencoder classification clustering data-science decision-trees deep-learning feature-importance imputation julia machine-learning ml neural-networks pca random-forest regression

Last synced: 17 Mar 2025

https://github.com/xiaohan2012/sdne-keras

Keras implementation of Structural Deep Network Embedding, KDD 2016

autoencoder keras link-prediction network-embedding visualization

Last synced: 02 Apr 2025

https://github.com/cxhernandez/molencoder

Molecular AutoEncoder in PyTorch

autoencoder computational-chemistry deep-learning python pytorch

Last synced: 09 Oct 2025

https://github.com/mathlab/ezyrb

Easy Reduced Basis method

autoencoder data-driven hacktoberfest model-order-reduction model-reduction non-intrusive-model-order-reduction pod-gpr pod-interpolation pod-nn proper-orthogonal-decomposition reduced-basis

Last synced: 21 Oct 2025

https://github.com/hwalsuklee/tensorflow-mnist-aae

Tensorflow implementation of adversarial auto-encoder for MNIST

aae adversarial-autoencoders adversarial-networks autoencoder gan manifold manifold-learning mnist tensorflow vae

Last synced: 13 Apr 2025

https://github.com/arman-aminian/lofi-generator

Music(Lo-fi) generation using deep learning techniques.

autoencoder deep-learning lo-fi lofi low-pass-filter lstm machine-learning music music-generation music-generation-deep-learning music-generator vae variational-autoencoder

Last synced: 14 Oct 2025

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

Implementation of the proposed MaskBit from Bytedance AI

artificial-intelligence autoencoder binary-quantization deep-learning image-generation scalar-quantization transformers vqgan-vae

Last synced: 13 Dec 2025

https://github.com/niazangels/vae-pokedex

The companion code for How to Autoencode your Pokemon

autoencoder deep-learning tensorflow tensorflow-tutorials

Last synced: 13 Oct 2025

https://github.com/the-ai-summer/deep-learning-visuals

A collection of 100 Deep Learning images and visualizations

artificial-intelligence attention autoencoder convolutional-neural-networks deep-learning deep-neural-networks generative-adversarial-network machine-learning ml neural-networks recurrent-neural-networks transformer

Last synced: 15 Feb 2026

https://github.com/arig23498/mae-scalable-vision-learners

A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners

autoencoder keras masked-image-modeling self-supervised-learning tensorflow2

Last synced: 30 Apr 2025

https://github.com/royerlab/cytoself

Self-supervised models for encoding protein localization patterns from microscopy images

autoencoder deep-learning fluorescence imaging microscopy opencell protein pytorch self-supervised self-supervised-learning tensorflow

Last synced: 03 Jul 2025

https://github.com/kingfengji/eforest

This is the official implementation for the paper 'AutoEncoder by Forest'

autoencoder eforest encoderforest random-forest

Last synced: 26 Mar 2025

https://github.com/podgorskiy/vae

Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.

autoencoder celeba celeba-dataset deep-learning deep-neural-networks deeplearning faces pytorch vae variational-autoencoder

Last synced: 15 Jun 2025

https://github.com/tomaszrewak/face-landmarking

Real time face landmarking using decision trees and NN autoencoders

autoencoder computer-vision decision-trees face-detection face-landmarking lips-movement-detection machine-learning opencv real-time

Last synced: 11 Jul 2025

https://github.com/Novartis/peax

Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders

autoencoder data-visualization deep-learning epigenomics interactive-machine-learning pattern-search sequential-data

Last synced: 07 May 2025

https://github.com/novartis/peax

Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders

autoencoder data-visualization deep-learning epigenomics interactive-machine-learning pattern-search sequential-data

Last synced: 21 Jul 2025

https://github.com/greenelab/biobombe

BioBombe: Sequentially compressed gene expression features enhances biological signatures

autoencoder biobombe compression gene-expression gene-sets hetnet msigdb network tcga

Last synced: 13 Oct 2025

https://github.com/strvcom/strv-ml-mask2face

Virtually remove a face mask to see what a person looks like underneath

autoencoder computer-vision convolutional-neural-network deep-learning face-mask inpainting machine-learning python resnet tensorflow2 unet

Last synced: 09 Apr 2025

https://github.com/scofield7419/basic_nns_in_frameworks

several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]

autoencoder cnns keras mlp pytorch recurrentnn recursivenn tensorflow theano