autoencoder

There are 16 repositories under autoencoder topic.

MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
neural-network python pytorch-tutorial batch-normalization cnn rnn autoencoder pytorch regression classification batch tutorial dropout dqn reinforcement-learning gan generative-adversarial-network machine-learning pytorch-tutorials
Language:Jupyter Notebook 6839
yzhao062 / pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
anomaly anomaly-detection autoencoder data-analysis data-mining data-science deep-learning fraud-detection machine-learning neural-networks outlier-detection outlier-ensembles outliers python python2 python3 unsupervised-learning
Language:Python 5785
BinRoot / TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
autoencoder book classification clustering convolutional-neural-networks linear-regression logistic-regression machine-learning regression reinforcement-learning tensorflow
Language:Jupyter Notebook 4447
MorvanZhou / Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
autoencoder classification cnn deep-q-network dqn dropout gan generative-adversarial-network machine-learning neural-network regression rnn tensorflow tensorflow-tutorials tutorial
Language:Python 4203
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 3377
podgorskiy / ALAE
[CVPR2020] Adversarial Latent Autoencoders
alae autoencoder celeba celeba-hq computer-vision cvpr2020 deep-learning face-generation ffhq gan generative-adversarial-network generative-model machine-learning neural-network paper paper-implementations python pytorch pytorch-implementation stylegan
Language:Python 3293
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
Language:Python 2107
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 1409
PacktPublishing / Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
keras gan vae reinforcement-learning autoencoder deep-learning
Language:Python 1329
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
Language:Python 1310
RubensZimbres / Repo-2017
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement 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 1158
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 940
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 783
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 769
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
741
clementchadebec / benchmark_VAE
Unifying Generative Autoencoder implementations in Python
autoencoder benchmarking comparison deep-learning generative-model machine-learning python pytorch reproducibility reproducible-research research vae variational-autoencoder
Language:Python 708
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 584
jsn5 / dancenet
DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
keras computer-vision lstm generative-model mixture-density-networks autoencoder
Language:Python 493
hwalsuklee / tensorflow-mnist-VAE
Tensorflow implementation of variational auto-encoder for MNIST
tensorflow mnist vae variational-autoencoder denoising-autoencoders autoencoder dae
Language:Python 471
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
Language:Jupyter Notebook 461
Kaixhin / Autoencoders
Torch implementations of various types of autoencoders
autoencoder deep-learning
Language:Lua 442
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 411
charlesq34 / pointnet-autoencoder
Autoencoder for Point Clouds
point-cloud deep-learning pointnet autoencoder
Language:Python 341
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.
multitask-learning white-balance color-correction color-constancy auto-white-balance image-manipulation color-manipulation image-enhancement color-enhancement color-processing deeplearning autoencoder auto-encoder cvpr2020 cvpr-2020 cvpr20 computational-photography deep-white-balance whitebalance
Language:Python 336
tejaslodaya / timeseries-clustering-vae
Variational Recurrent Autoencoder for timeseries clustering in pytorch
timeseries autoencoder clustering
Language:Python 321
lucashu1 / link-prediction
Representation learning for link prediction within social networks
autoencoder graph-algorithms link-prediction networkx node2vec representation-learning social-network
Language:Jupyter Notebook 299
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 299
ethanluoyc / pytorch-vae
A Variational Autoencoder (VAE) implemented in PyTorch
machine-learning autoencoder pytorch pytorch-tutorials
Language:Python 296
rickiepark / handson-ml
도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.
deep-learning machine-learning tensorflow scikit-learn python neural-network recurrent-neural-networks reinforcement-learning autoencoder deep-neural-networks ensemble-learning svm random-forest gradient-boosting xgboost
Language:Jupyter Notebook 280
DuaneNielsen / DeepInfomaxPytorch
Learning deep representations by mutual information estimation and maximization
autoencoder compression deep-learning pytorch
Language:Python 272
shobrook / sequitur
Library of autoencoders for sequential data
autoencoder lstm pytorch sequence autoencoder-model time-series
Language:Python 271
tensorlayer / awesome-tensorlayer
A curated list of dedicated resources and applications
tensorlayer tensorflow tensorflow-tutorials natural-language-processing reinforcement-learning adversarial-learning autoencoder database computer-vision keras tf-slim tflearn horovod lstm-neural-networks convolutional-neural-networks recurrent-neural-networks segmentation cifar-10 mnist generative-adversarial-network
264
shapegan
marian42 / shapegan
Generative Adversarial Networks and Autoencoders for 3D Shapes
3d autoencoder gan generative-adversarial-network machine-learning pytorch sdf
Language:Python 261
conan7882 / adversarial-autoencoders
Tensorflow implementation of Adversarial Autoencoders
adversarial-autoencoders adversarial-networks tensorflow autoencoder semi-supervised-learning
Language:Python 233
JulesBelveze / time-series-autoencoder
:chart_with_upwards_trend: PyTorch dual-attention LSTM-autoencoder for multivariate Time Series :chart_with_upwards_trend:
autoencoder lstm-autoencoder attention-mechanisms time-series multivariate-timeseries pytorch forecasting
Language:Python 232
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 230

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