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annealed_is

ais sandbox

bayes_examples

deepgp_approxep

see https://github.com/thangbui/geepee for a faster implementation

fsvi

geepee

A collection of Gaussian process models

gpy

Gaussian processes framework in python

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

mtgp

Multi-task Gaussian Process

neural

neural network playground

pytorch-tutorials

pyvarinf

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

sparsegp_powerep

Unifying sparse approximations for Gaussian process regression and classification, using Power EP

streaming_sparse_gp

Streaming sparse Gaussian process approximations

thangbui.github.io

github io page

tsgp

Tree-structured Gaussian Process Approximations

var-gp

Variational Auto-Regressive Gaussian Processes for Continual Learning

variational-continual-learning

Implementation of the variational continual learning method

variational_biases_bnn

Biases in Variational Bayesian Neural Networks