mkirchmeyer / ganRegressionLinks
☆35Updated 6 years ago
Alternatives and similar repositories for ganRegression
Users that are interested in ganRegression are comparing it to the libraries listed below
Sorting:
- Code for the master thesis "Probabilistic Regression using Conditional Generative Adversarial Networks"☆36Updated 3 months ago
- ☆17Updated 6 years ago
- ICML paper 'High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach'☆93Updated 5 years ago
- SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data☆40Updated 4 years ago
- Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncerta…☆45Updated last year
- TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155☆143Updated 2 years ago
- Generative Adversarial Imputation Networks (GAIN) Pytorch version☆29Updated 7 years ago
- NIPS2018 paper☆193Updated 7 years ago
- Continuous Conditional Generative Adversarial Networks (CcGAN)☆130Updated 3 months ago
- Multivariate Time Series Imputation with Generative Adversarial Networks☆11Updated 5 years ago
- [ICML 2021] Deep Learning for Functional Data Analysis with Adaptive Basis Layers☆30Updated 3 years ago
- Kriging Convolutional Networks (KCN) in Tensoflow☆49Updated 2 years ago
- A meta repository pointing to the other repositories where the implementation of the supplementary examples for our tutorial "Hands-on Ba…☆139Updated 3 years ago
- ☆84Updated 3 years ago
- Code for the paper "Improving Missing Data Imputation with Deep Generative Models"☆32Updated 6 years ago
- This project is the pytorch implementation version of Multilevel Wavelet Decomposition Network.☆102Updated 7 years ago
- Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A …☆39Updated 2 years ago
- Adversarial autoencoder (basic/semi-supervised/supervised)☆29Updated 3 years ago
- This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.☆40Updated 4 years ago
- Bayesian, Uncertainty, Neutral Networks, LSTM, time series☆40Updated 5 years ago
- Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018☆404Updated 3 years ago
- Implementation of the Latent CCM paper☆17Updated last year
- The Fortran 77 codes for the open-loop and the closed-loop simulations for the Tennessee Eastman process (TEP) as well as the training a…☆164Updated 3 years ago
- Code that accompanies the paper Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance☆77Updated 6 years ago
- Implementation of G. E. Hinton and R. R. Salakhutdinov's Reducing the Dimensionality of Data with Neural Networks (Tensorflow)☆39Updated last year
- Code for our NeurIPS 2020 paper "Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity"☆89Updated 4 years ago
- Conditional Wasserstein GANs☆73Updated 7 years ago
- Multi-directional Recurrent Neural Networks (MRNN) - IEEE TBME 2019☆45Updated 5 years ago
- Pytorch implementations of various types of autoencoders☆65Updated 7 years ago
- Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates☆116Updated 5 years ago