yaringal/VSSGP

Stars
21
Rank 1,084,038 (Top 22 %)
Language
Python
Created over 9 years ago
Updated over 9 years ago

yaringal/VSSGP

yaringal

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Variational Sparse Spectrum Gaussian Process toolkit

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

Jupyter Notebook

DropoutUncertaintyExps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

BayesianRNN

Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"

ConcreteDropout

Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832

Jupyter Notebook

DropoutUncertaintyCaffeModels

Dropout As A Bayesian Approximation: Code

HeteroscedasticDropoutUncertainty

Demos demonstrating the difference between homoscedastic and heteroscedastic regression with dropout uncertainty.

DropoutUncertaintyDemos

What My Deep Model Doesn't Know...

CLGP

Categorical Latent Gaussian Process

acquisition_example

Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function

Jupyter Notebook