vlad17 / runlmc
Structurally efficient multi-output linearly coregionalized Gaussian Processes: it's tricky, tricky, tricky, tricky, tricky.
☆36Updated 2 years ago
Alternatives and similar repositories for runlmc:
Users that are interested in runlmc are comparing it to the libraries listed below
- Bayesian optimization in high-dimensions via random embedding.☆113Updated 11 years ago
- Deep Gaussian Processes with Doubly Stochastic Variational Inference☆148Updated 5 years ago
- Deep GPs built on top of TensorFlow/Keras and GPflow☆124Updated 4 months ago
- Code for AutoGP☆26Updated 5 years ago
- Deep Gaussian Processes in matlab☆91Updated 3 years ago
- Bayesian Optimization using GPflow☆270Updated 4 years ago
- Parametric Gaussian Process Regression for Big Data☆44Updated 4 years ago
- Parameterization Framework for parameterized model creation and handling.☆48Updated 2 weeks ago
- Python and MATLAB code for Stein Variational sampling methods☆24Updated 5 years ago
- I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth☆181Updated 10 years ago
- ☆231Updated 7 years ago
- Heterogeneous Multi-output Gaussian Processes☆51Updated 4 years ago
- Deep Gaussian Processes in Python☆232Updated 3 years ago
- Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.☆31Updated 7 years ago
- A collection of Gaussian process models☆30Updated 7 years ago
- ☆30Updated 2 years ago
- ☆26Updated 6 years ago
- Variational Fourier Features☆83Updated 3 years ago
- Non-stationary spectral mixture kernels implemented in GPflow☆28Updated 6 years ago
- Neural Processes implementation for 1D regression☆65Updated 5 years ago
- Implementation of the Gaussian Process Autoregressive Regression Model☆62Updated 3 weeks ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Updated 5 years ago
- Code repo for "Function-Space Distributions over Kernels"☆31Updated 4 years ago
- Library for Deep Gaussian Processes based on GPflow☆19Updated 4 years ago
- Kernel structure discovery research code - likely to be unstable☆190Updated 9 years ago
- GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data☆48Updated 3 years ago
- ABCpy package☆113Updated 9 months ago
- A Tensorflow based library for Time Series Modelling with Gaussian Processes☆29Updated 7 months ago
- [ICML'18] Scalable Gaussian Processes with Grid-Structured Eigenfunctions☆21Updated 2 years ago
- Unifying sparse approximations for Gaussian process regression and classification, using Power EP☆22Updated 8 years ago