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

✭ 184

python deeplearning image-manipulation autoencoder

Tensorflow Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

✭ 2,096

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

Tensorflow 101

中文的 tensorflow tutorial with jupyter notebooks

✭ 172

jupyter-notebook deep-learning tensorflow autoencoder

Deep image prior

Image reconstruction done with untrained neural networks.

✭ 168

python deep-learning pytorch convolutional-neural-networks autoencoder

Sequitur

Library of autoencoders for sequential data

✭ 162

python pytorch lstm time-series autoencoder sequence

Danmf

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

✭ 161

python deep-learning machine-learning data-science clustering unsupervised-learning word2vec autoencoder sklearn

Motion Sense

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)

✭ 159

jupyter-notebook deep-learning mobile convolutional-neural-networks dataset deeplearning time-series autoencoder sensor smartphone activity-recognition

Latentspacevisualization

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

✭ 155

python deep-learning machine-learning visualization neural-network autoencoder

Kitnet Py

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

✭ 152

python machine-learning neural-networks anomaly-detection autoencoder incremental

Shapegan

Generative Adversarial Networks and Autoencoders for 3D Shapes

✭ 151

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

Tensorflow stacked denoising autoencoder

Implementation of the stacked denoising autoencoder in Tensorflow

✭ 151

python tensorflow autoencoder

Libsdae Autoencoder Tensorflow

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

✭ 147

python deep-learning autoencoder

Focal Frequency Loss

Focal Frequency Loss for Generative Models

✭ 141

gan generative-adversarial-network image-manipulation autoencoder image-generation variational-autoencoder pix2pix generic

Tensorflow Mnist Cvae

Tensorflow implementation of conditional variational auto-encoder for MNIST

✭ 139

python tensorflow autoencoder mnist vae variational-autoencoder variational-inference

Splitbrainauto

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

✭ 137

shell caffe unsupervised-learning autoencoder

Kate

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

✭ 135

python deep-learning autoencoder text-mining representation-learning topic-modeling

Pt Dec

PyTorch implementation of DEC (Deep Embedding Clustering)

✭ 132

python pytorch clustering autoencoder

Tybalt

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

✭ 126

script html deep-learning tool analysis unsupervised-learning autoencoder variational-autoencoder cancer-genomics

Srl Zoo

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

✭ 125

python deep-learning pytorch neural-network reinforcement-learning autoencoder representation-learning vae

Deeptime

Deep learning meets molecular dynamics.

✭ 123

python jupyter-notebook deep-learning machine-learning pytorch tensorflow data-analysis time-series autoencoder

Rectorch

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

✭ 121

python pytorch generative-adversarial-network pypi recommender-system autoencoder collaborative-filtering variational-autoencoder matrix-factorization

Calc

Convolutional Autoencoder for Loop Closure

✭ 119

python deep-learning unsupervised-learning autoencoder

Lstm Autoencoders

Anomaly detection for streaming data using autoencoders

✭ 113

python lstm timeseries autoencoder anomalydetection

Pytorch cpp

Deep Learning sample programs using PyTorch in C++

✭ 114

cpp deep-learning linux pytorch object-detection semantic-segmentation yolo anomaly-detection autoencoder vae dcgan pix2pix

Gpnd

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

✭ 112

python deep-learning machine-learning pytorch deep-neural-networks pdf gan generative-adversarial-network anomaly-detection autoencoder mnist adversarial-learning probability

Keras Autoencoders

Autoencoders in Keras

✭ 110

python visualization keras autoencoder

Deepai

Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

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jupyter-notebook deep-learning pytorch anomaly-detection autoencoder accounting

Repo 2016

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

✭ 103

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

Sdcn

Structural Deep Clustering Network

✭ 103

python autoencoder

Smrt

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

✭ 102

python machine-learning tensorflow neural-networks autoencoder vae variational-autoencoder

Segmentation

Tensorflow implementation : U-net and FCN with global convolution

✭ 101

python tensorflow computer-vision classification segmentation semantic-segmentation kaggle autoencoder unet kaggle-competition fcn fully-convolutional-networks

Deep Autoencoders For Collaborative Filtering

Using Deep Autoencoders for predictions of movie ratings.

✭ 101

python deep-learning tensorflow autoencoder collaborative-filtering

Zerospeech Tts Without T

A Pytorch implementation for the ZeroSpeech 2019 challenge.

✭ 100

python gan text-to-speech tts autoencoder asr adversarial-learning

Deepdepthdenoising

This repo includes the source code of the fully convolutional depth denoising model presented in https://arxiv.org/pdf/1909.01193.pdf (ICCV19)

✭ 96

python autoencoder rgbd

Pytorch sac ae

PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)

✭ 94

python deep-learning pytorch reinforcement-learning deep-reinforcement-learning autoencoder gym actor-critic mujoco

Niftynet

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

✭ 1,276

python python3 python2 deep-learning tensorflow neural-network deep-neural-networks convolutional-neural-networks gan segmentation distributed ml medical-imaging autoencoder pip

Sdne Keras

Keras implementation of Structural Deep Network Embedding, KDD 2016

✭ 83

python visualization keras autoencoder

Image similarity

PyTorch Blog Post On Image Similarity Search

✭ 80

python pytorch unsupervised-learning autoencoder image-retrieval

Aialpha

Use unsupervised and supervised learning to predict stocks

✭ 1,191

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

Pt Sdae

PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)

✭ 72

python pytorch clustering autoencoder

Molencoder

Molecular AutoEncoder in PyTorch

✭ 69

python deep-learning pytorch autoencoder

Codeslam

Implementation of CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM paper (https://arxiv.org/pdf/1804.00874.pdf)

✭ 64

python deep-learning pytorch computer-vision slam autoencoder vision representation-learning variational-autoencoder

Repo 2017

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

✭ 1,123

python deep-learning nlp keras natural-language-processing opencv generative-adversarial-network sentiment-analysis word2vec anomaly-detection autoencoder variational-autoencoder glove keras-models

Collaborative Deep Learning For Recommender Systems

The hybrid model combining stacked denoising autoencoder with matrix factorization is applied, to predict the customer purchase behavior in the future month according to the purchase history and user information in the Santander dataset.

✭ 60

python data-science recommender-system autoencoder collaborative-filtering

Basic nns in frameworks

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

✭ 58

python pytorch tensorflow keras autoencoder theano

Frame Level Anomalies In Videos

Frame level anomaly detection and localization in videos using auto-encoders

✭ 50

python computer-vision video autoencoder

Lipreading

✭ 49

jupyter-notebook deep-learning computer-vision deep-neural-networks autoencoder

Recoder

Large scale training of factorization models for Collaborative Filtering with PyTorch

✭ 46

python deep-learning machine-learning pytorch recommender-system autoencoder collaborative-filtering matrix-factorization

Rnn Vae

Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"

✭ 39

python recurrent-neural-networks autoencoder image-generation draw variational-inference

Pytorch Mnist Vae

✭ 32

jupyter-notebook deep-learning pytorch generative-model autoencoder mnist vae

Website Fingerprinting

Automatic Feature Generation for Website Fingerprinting

✭ 20

python deep-learning tensorflow autoencoder sequence-to-sequence

Concise Ipython Notebooks For Deep Learning

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

✭ 23

jupyter-notebook image-processing deep-neural-networks deeplearning image-classification text-classification image-segmentation autoencoder snapshot word-embeddings text-processing text-generation

Advanced Deep Learning With Keras

Advanced Deep Learning with Keras, published by Packt

✭ 917

python deep-learning keras reinforcement-learning gan autoencoder vae

Tensorflow Tutorial

TensorFlow and Deep Learning Tutorials

✭ 748

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

1-60 of 129 autoencoder projects

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