autoencoder

There are 28 repositories under autoencoder topic.

yzhao062 / pyod
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
outlier-detection anomaly-detection outlier-ensembles outliers anomaly python machine-learning data-mining unsupervised-learning python3 fraud-detection autoencoder neural-networks deep-learning data-science data-analysis novelty-detection out-of-distribution-detection
Language:Python 9572
MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
autoencoder batch batch-normalization classification cnn dqn dropout gan generative-adversarial-network machine-learning neural-network python pytorch pytorch-tutorial pytorch-tutorials regression reinforcement-learning rnn tutorial
Language:Jupyter Notebook 8369
BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
tensorflow machine-learning regression convolutional-neural-networks logistic-regression book reinforcement-learning autoencoder linear-regression classification clustering
Language:Jupyter Notebook 4446
MorvanZhou / Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
tensorflow tensorflow-tutorials gan generative-adversarial-network rnn cnn classification regression autoencoder deep-q-network dqn machine-learning tutorial dropout neural-network
Language:Python 4350
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.
deep-learning tensorflow-examples convolutional-neural-networks recurrent-neural-networks autoencoder gan style-transfer natural-language-processing machine-translation
Language:Jupyter Notebook 3524
podgorskiy / ALAE
[CVPR2020] Adversarial Latent Autoencoders
generative-adversarial-network deep-learning autoencoder ffhq celeba celeba-hq stylegan alae neural-network generative-model gan face-generation pytorch pytorch-implementation python paper paper-implementations cvpr2020 computer-vision machine-learning
Language:Python 3523
golbin / TensorFlow-Tutorials
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
neural-network tensorflow mnist autoencoder rnn deep-learning tutorial chatbot seq2seq dqn word2vec cnn gan inception
Language:Python 2128
PacktPublishing / Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
autoencoder deep-learning gan keras reinforcement-learning vae
Language:Python 1955
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
Language:Python 1867
NifTK / NiftyNet
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
tensorflow distributed ml neural-network python python2 python3 pip deep-neural-networks deep-learning convolutional-neural-networks medical-imaging medical-image-computing medical-image-processing medical-images segmentation gan autoencoder medical-image-analysis image-guided-therapy
Language:Python 1378
RubensZimbres / Repo-2017
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
anomaly-detection deep-learning autoencoder keras keras-models denoising-autoencoders generative-adversarial-network glove keras-layer word2vec nlp natural-language-processing sentiment-analysis opencv segnet resnet-50 variational-autoencoder t-sne svm-classifier latent-dirichlet-allocation
Language:Python 1192
deepsvg
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
Language:Jupyter Notebook 1121
wubinzzu / NeuRec
Next RecSys Library
recommender-systems neural-networks collaborative-filtering deep-learning tensorflow variational-autoencoder autoencoder convolutional-neural-networks adversarial-learning sequential gcn social-network
Language:Python 1059
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
Language:PHP 970
konpatp / diffae
Official implementation of Diffusion Autoencoders
autoencoder cvpr2022 deep-learning diffusion-models ffhq latent-variable-models lsun
Language:Jupyter Notebook 948
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.
ensemble-learning active-learning anomaly-detection rnn lstm explaination interpretability time-series timeseries trees unsuperivsed autoencoder streaming concept-drift generative-adversarial-network gan anogan graph-convolutional-networks adversarial-attacks nettack
Language:Python 865
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
keras keras-tutorials machine-learning resnet resnext densenet senet mobilenet tensorflow-keras automl squeezenet inception xception shufflenet dcgan autoencoder deep-learning siamese-network vgg
Language:Jupyter Notebook 817
wagamamaz / tensorflow-tutorial
TensorFlow and Deep Learning Tutorials
recurrent-neural-networks convolutional-neural-networks deep-learning-tutorial tensorflow tensorlayer keras deep-reinforcement-learning tensorflow-tutorials deep-learning machine-learning notebook autoencoder multi-layer-perceptron reinforcement-learning tflearn neural-networks neural-network neural-machine-translation nlp cnn
732
JulesBelveze / time-series-autoencoder
PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series
autoencoder lstm-autoencoder attention-mechanisms time-series multivariate-timeseries pytorch forecasting
Language:Python 703
EndlessSora / focal-frequency-loss
[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis
generative-models loss-function frequency-domain frequency-analysis complementary autoencoder variational-autoencoder gan pix2pix spade loss image-reconstruction image-synthesis stylegan2 iccv2021 generative-adversarial-network generic image-generation
Language:Python 683
Deep_White_Balance
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
Language:Python 590
jsn5 / dancenet
DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
autoencoder computer-vision generative-model keras lstm mixture-density-networks
Language:Python 522
shayneobrien / generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
python generative-adversarial-network machine-learning pytorch discriminator gan wasserstein vae generative-models began dragan autoencoder infogan lsgan mmgan nsgan ragan wgan fgan fishergan
Language:Jupyter Notebook 501
hwalsuklee / tensorflow-mnist-VAE
Tensorflow implementation of variational auto-encoder for MNIST
autoencoder dae denoising-autoencoders mnist tensorflow vae variational-autoencoder
Language:Python 497
tejaslodaya / timeseries-clustering-vae
Variational Recurrent Autoencoder for timeseries clustering in pytorch
timeseries autoencoder clustering
Language:Python 489
Kaixhin / Autoencoders
Torch implementations of various types of autoencoders
autoencoder deep-learning
Language:Lua 475
shobrook / sequitur
Library of autoencoders for sequential data
autoencoder autoencoder-model lstm pytorch sequence time-series
Language:Python 451
charlesq34 / pointnet-autoencoder
Autoencoder for Point Clouds
point-cloud deep-learning pointnet autoencoder
Language:Python 438
ethanluoyc / pytorch-vae
A Variational Autoencoder (VAE) implemented in PyTorch
machine-learning autoencoder pytorch pytorch-tutorials
Language:Python 432
akurgat / automating-technical-analysis
Using data analytics alongside popular trading strategies and indicators, to identify best trading actions based solely on the price action.
cryptocurrency deep-learning futures heroku plotly stock-analysis streamlit technical-analysis tensorflow time-series-analysis trading trading-algorithms transformer algorithmic-trading data-analysis python autoencoder binance yahoo-finance restful-api
Language:Python 385
mmalekzadeh / motion-sense
MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)
sensor acclerometer gyroscope motionsensor time-series smartphone dataset human-activity-recognition activity-recognition deep-learning autoencoder convolutional-neural-networks har mobile mobile-sensing deeplearning sensor-data sensors-data-collection motionsense-dataset accelerometer
Language:Jupyter Notebook 356
sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
deep-learning-mathematics deep-learning-math deep-learning-scratch gans cyclegan adagrad autoencoder capsule-network nadam word-embeddings skip-thoughts quick-thought doc2vec gru lstm-math cnn-math rnn-derivation contractive-autonencoders tensorflow few-shot-learning
Language:Jupyter Notebook 355
lucashu1 / link-prediction
Representation learning for link prediction within social networks
link-prediction social-network graph-algorithms autoencoder representation-learning networkx node2vec
Language:Jupyter Notebook 353
vlukiyanov / pt-dec
PyTorch implementation of DEC (Deep Embedding Clustering)
pytorch clustering autoencoder
Language:Python 342
shapegan
marian42 / shapegan
Generative Adversarial Networks and Autoencoders for 3D Shapes
gan sdf generative-adversarial-network 3d machine-learning autoencoder pytorch
Language:Python 324
DuaneNielsen / DeepInfomaxPytorch
Learning deep representations by mutual information estimation and maximization
deep-learning pytorch autoencoder compression
Language:Python 322

autoencoder

yzhao062 / pyod

MorvanZhou / PyTorch-Tutorial

BinRoot / TensorFlow-Book

MorvanZhou / Tensorflow-Tutorial

NELSONZHAO / zhihu

podgorskiy / ALAE

golbin / TensorFlow-Tutorials

PacktPublishing / Advanced-Deep-Learning-with-Keras

VivekPa / AIAlpha

NifTK / NiftyNet

RubensZimbres / Repo-2017

alexandre01 / deepsvg

wubinzzu / NeuRec

wmhello / laravel_template_with_vue

konpatp / diffae

shubhomoydas / ad_examples

GoogleCloudPlatform / keras-idiomatic-programmer

wagamamaz / tensorflow-tutorial

JulesBelveze / time-series-autoencoder

EndlessSora / focal-frequency-loss

mahmoudnafifi / Deep_White_Balance

jsn5 / dancenet

shayneobrien / generative-models

hwalsuklee / tensorflow-mnist-VAE

tejaslodaya / timeseries-clustering-vae

Kaixhin / Autoencoders

shobrook / sequitur

charlesq34 / pointnet-autoencoder

ethanluoyc / pytorch-vae

akurgat / automating-technical-analysis

mmalekzadeh / motion-sense

sudharsan13296 / Hands-On-Deep-Learning-Algorithms-with-Python

lucashu1 / link-prediction

vlukiyanov / pt-dec

marian42 / shapegan

DuaneNielsen / DeepInfomaxPytorch