Collection

Here be examples.

Bayesian Optimization

Expected Improvement Acquisition Function

Datasets

Here are some datasets.

Mauna Loa Atmospheric Carbon Dioxide

Cora Citation Network

Cryptocurrency Exchange Trades

Cryptocurrency Exchange Orderbook

Honey Bee Dance Data

Gaussian Processes

Here be Gaussian Processes.

Gaussian Process Prior

Gaussian Process with Period Kernels

Gaussian Process Posterior Predictive

Gaussian Process Regression with Automatic Relevance Determination (ARD)

GP Hyperparameter Estimation

Variational Sparse Log Cox Gaussian Process

Variational Sparse GP for Binary Classification

Miscellaneous

Long short-term memory (LSTM) networks

Hartmann functions

Learning curves (layer widths)

Vector Field Generative Art with Perlin noise

Learning curves (learning rate)

Optimization of Neural Network Input

Divergence estimation with Gauss-Hermite Quadrature