kasparmartens / c-GPLVMLinks
PyTorch implementation of the Covariate-GPLVM
☆26Updated 5 years ago
Alternatives and similar repositories for c-GPLVM
Users that are interested in c-GPLVM are comparing it to the libraries listed below
Sorting:
- Collapsed Variational Bayes☆71Updated 5 years ago
- Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)☆65Updated 6 years ago
- Implementaion of Gaussian Process Recurrent Neural Networks developed in "Neural Dynamics Discovery via Gaussian Process Recurrent Neura…☆40Updated 2 years ago
- Spatio-temporal alignements: Optimal transport in space and time☆47Updated 2 months ago
- Gaussian Process Prior Variational Autoencoder☆84Updated 6 years ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Updated 5 years ago
- ☆96Updated 6 years ago
- Black box variational inference for state space models☆2Updated 9 years ago
- Deep Gaussian Processes with Importance-Weighted Variational Inference☆39Updated 6 years ago
- Non-stationary spectral mixture kernels implemented in GPflow☆28Updated 6 years ago
- Python implementation of the PR-SSM.☆51Updated 6 years ago
- Code for "Differentiable Compositional Kernel Learning for Gaussian Processes" https://arxiv.org/abs/1806.04326☆71Updated 6 years ago
- Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"☆18Updated 4 years ago
- 🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0☆26Updated last year
- Hierarchical Gaussian process latent variable model.☆18Updated 4 years ago
- Variational Gaussian Process State-Space Models☆24Updated 9 years ago
- Tree-structured recurrent switching linear dynamical systems☆36Updated 4 years ago
- Python library for Recurrent Gaussian Processes☆19Updated 7 years ago
- python code for kernel methods☆38Updated 6 years ago
- see https://github.com/thangbui/geepee for a faster implementation☆37Updated 8 years ago
- ☆40Updated 6 years ago
- Bayesian GPLVM in MATLAB and R☆75Updated 8 years ago
- Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features☆23Updated 6 years ago
- ICML 2017. Kernel-based adaptive linear-time independence test.☆16Updated 3 years ago
- FALKON implementation used in the experimental section of "FALKON: An Optimal Large Scale Kernel Method"☆30Updated 4 years ago
- Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.☆22Updated 11 years ago
- Variational Message Passing for Structured VAE (Code for ICLR 2018 paper)☆44Updated 7 years ago
- Time-Contrastive Learning☆65Updated 7 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆87Updated 3 years ago
- code supplement for variational boosting (https://arxiv.org/abs/1611.06585)☆11Updated 7 years ago