Topic: autoencoder

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

Jupyter Notebook Updated Jul 17, 2018

MorvanZhou / Tensorflow-Tutorial

2.7k

Tensorflow tutorial from basic to hard

tensorflow tensorflow-tutorials gan generative-adversarial-network rnn cnn classification regression autoencoder deep-q-network dqn machine-learning tutorial dropout neural-network

Python Updated Sep 30, 2018

MorvanZhou / PyTorch-Tutorial

2.4k

Build your neural network easy and fast

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

Jupyter Notebook Updated Dec 3, 2018

NELSONZHAO / zhihu

1.7k

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Pyt…

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

Jupyter Notebook Updated Jun 21, 2018

golbin / TensorFlow-Tutorials

1.7k

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

Python Updated Nov 16, 2018

yzhao062 / pyod

1.3k

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

outlier-detection anomaly-detection outlier-ensembles outliers anomaly python machine-learning data-mining unsupervised-learning python2 python3 fraud-detection autoencoder neural-networks deep-learning data-science data-analysis

Python Updated Feb 10, 2019 3 issues need help

NifTK / NiftyNet

783

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

Python Updated Feb 8, 2019

wagamamaz / tensorflow-tutorial

752

TensorFlow and Deep Learning Tutorials

Updated Feb 26, 2018

RubensZimbres / Repo-2017

511

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Python Updated Aug 1, 2018

VivekPa / AIAlpha

505

Use unsupervised and supervised learning to predict stocks

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

Python Updated Dec 17, 2018

cnkuangshi / LightCTR

476

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction Based Machine…

machine-learning deep-learning word2vec factorization-machines gbdt convolutional-networks autoencoder recurrent-neural-networks topic-modeling distributed-systems parameter-server large-scale model-compression

C++ Updated Jan 17, 2019

jsn5 / dancenet

399

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

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

Python Updated Aug 28, 2018

Kaixhin / Autoencoders

346

Torch implementations of various types of autoencoders

autoencoder deep-learning

Lua Updated Aug 28, 2017

shayneobrien / generative-models

282

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WG…

Jupyter Notebook Updated Nov 19, 2018

hwalsuklee / tensorflow-mnist-VAE

237

Tensorflow implementation of variational auto-encoder for MNIST

tensorflow mnist vae variational-autoencoder denoising-autoencoders autoencoder dae

Python Updated Apr 11, 2017

shubhomoydas / ad_examples

228

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anom…

Python Updated Feb 2, 2019

conan7882 / adversarial-autoencoders

150

Tensorflow implementation of Adversarial Autoencoders

adversarial-autoencoders adversarial-networks tensorflow autoencoder semi-supervised-learning

Python Updated Jan 10, 2019

c1mone / Tensorflow-101

138

中文的 tensorflow tutorial with jupyter notebooks

tensorflow jupyter-notebook autoencoder deep-learning

Jupyter Notebook Updated Apr 28, 2018

PacktPublishing / Advanced-Deep-Learning-with-Keras

136

Advanced Deep Learning with Keras, published by Packt

keras gan vae reinforcement-learning autoencoder deep-learning

Python Updated Nov 21, 2018

rickiepark / handson-ml

131

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

Forked from ageron/handson-ml Jupyter Notebook Updated Jan 3, 2019

rajarsheem / libsdae-autoencoder-tensorflow

123

A simple Tensorflow based library for deep and/or denoising AutoEncoder.

feature-learning deep-learning autoencoder

Python Updated Apr 7, 2018

richzhang / splitbrainauto

111

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

unsupervised-learning autoencoder caffe

Shell Updated Jun 25, 2018

atiyo / deep_image_prior

107

Image reconstruction done with untrained neural networks.

deep-learning autoencoder convolutional-neural-networks pytorch

Python Updated Nov 9, 2018

charlesq34 / pointnet-autoencoder

106

Autoencoder for Point Clouds

point-cloud deep-learning pointnet autoencoder

Python Updated Jul 30, 2018

hwalsuklee / tensorflow-mnist-CVAE

99

Tensorflow implementation of conditional variational auto-encoder for MNIST

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

Python Updated Apr 25, 2017

RubensZimbres / Repo-2016

97

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

Python Updated Dec 10, 2018

hugochan / KATE

94

Code accompanying the paper "KATE: K-Competitive Autoencoder for Text"

autoencoder representation-learning text-mining topic-modeling word-embedding

Python Updated Jul 11, 2018

lucashu1 / link-prediction

84

Representation learning for link prediction within social networks

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

Jupyter Notebook Updated Sep 4, 2018

tensorlayer / awesome-tensorlayer

80

TensorLayer - A curated list of dedicated resources

Updated Oct 24, 2018

ymirsky / KitNET-py

79

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

machine-learning anomaly-detection autoencoder neural-networks incremental

Python Updated Nov 11, 2018

autoencoder

Repositories 410