TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155
☆143Mar 24, 2023Updated 2 years ago
Alternatives and similar repositories for GP-VAE
Users that are interested in GP-VAE are comparing it to the libraries listed below
Sorting:
- ☆85Jun 26, 2019Updated 6 years ago
- Code of NIPS18 Paper: BRITS: Bidirectional Recurrent Imputation for Time Series☆243Dec 15, 2018Updated 7 years ago
- ☆93Mar 24, 2023Updated 2 years ago
- Multi-directional Recurrent Neural Networks (MRNN) - IEEE TBME 2019☆45Mar 10, 2020Updated 5 years ago
- Gaussian Process Prior Variational Autoencoder☆87Nov 28, 2018Updated 7 years ago
- Variational inference for Dirichlet process mixture models with multinomial mixture components.☆35Jan 15, 2014Updated 12 years ago
- ☆52Oct 25, 2019Updated 6 years ago
- Train and visualise a latent variable model of moving objects.☆16Apr 28, 2020Updated 5 years ago
- ☆84May 23, 2022Updated 3 years ago
- Implementation of the MIWAE method for deep generative modelling of incomplete data sets.☆41Mar 16, 2024Updated last year
- Dirichlet Process Mixture using PVI, SMC, Variational☆15Jun 20, 2014Updated 11 years ago
- Gated Recurrent Unit with a Decay mechanism for Multivariate Time Series with Missing Values☆121Jun 2, 2019Updated 6 years ago
- The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (S…☆495Oct 1, 2025Updated 5 months ago
- Official repository for Reliable Label Bootstrapping☆19Mar 24, 2023Updated 2 years ago
- Pytorch Implemetation for our NAACL2019 Paper "Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling" http…☆63Apr 1, 2020Updated 5 years ago
- Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)☆176Jun 22, 2022Updated 3 years ago
- Implementation of the Convolutional Conditional Neural Process☆129May 17, 2021Updated 4 years ago
- NIPS2018 paper☆192Jan 20, 2019Updated 7 years ago
- Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018☆405Feb 22, 2022Updated 4 years ago
- TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199☆198Mar 24, 2023Updated 2 years ago
- A python implementation of the COACH algorithm for the Cartpole problem in OpenAI gym.☆11Mar 15, 2019Updated 6 years ago
- This repository contains all the source code needed to reproduce the experiments or review the results obtained in the research paper "…☆13Dec 9, 2023Updated 2 years ago
- General Latent Feature Modeling for Heterogeneous data☆50Mar 26, 2024Updated last year
- ☆24May 1, 2025Updated 10 months ago
- ☆23Jan 27, 2022Updated 4 years ago
- Deep Kernel Learning. Gaussian Process Regression where the input is a neural network mapping of x that maximizes the marginal likelihood☆95Nov 23, 2017Updated 8 years ago
- Tensorflow implementation for the SVGP-VAE model.☆22Jul 19, 2021Updated 4 years ago
- Variational Recurrent Autoencoder for timeseries clustering in pytorch☆491Jul 6, 2023Updated 2 years ago
- ☆13Nov 15, 2022Updated 3 years ago
- Evaluating Durability: Benchmark Insights into Multimodal Watermarking☆12Jun 7, 2024Updated last year
- ☆16Jan 5, 2025Updated last year
- MCMC routines☆12Nov 22, 2022Updated 3 years ago
- Repo for "Evolution on rugged adaptive landscapes"☆12Oct 7, 2021Updated 4 years ago
- Open access book on variational Bayesian methods written collaboratively☆28Apr 16, 2015Updated 10 years ago
- Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances☆50May 23, 2023Updated 2 years ago
- ☆26Nov 5, 2019Updated 6 years ago
- Demonstration of Jackknife Variational Inference for Variational Autoencoders, related to ICLR 2018 paper.☆22Feb 21, 2018Updated 8 years ago
- A PyTorch implementation of "Meta-Amortized Variational Inference and Learning" (https://arxiv.org/abs/1902.01950)☆14Mar 31, 2020Updated 5 years ago
- PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity☆13Nov 17, 2021Updated 4 years ago