README.md

pybnn

Bayesian neural networks for Bayesian optimization.

It contains implementations for methods described in the following papers:

• Scalable Bayesian Optimization Using Deep Neural Networks (DNGO)
• Bayesian Optimization With Robust Bayesian Neural Networks (BOHAMIANN)
• Learning Curve Prediction With Bayesian Neural Networks (LC-Net)

Updates:

• Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm (SVGD)

Installation

git clone https://github.com/automl/pybnn.git
cd pybnn
python setup.py install