This repository contains the source code of the Gaussian n-dimensional Active Learning Framework (GandALF). The original version of GandALF is described in this paper.
GandALF is built upon NumPy, Pandas, and GPyOpt. Because of the strong dependency on GPy and GPyOpt,
it is recommended to use python version 3.7. A stable release for newer python versions
will be made available in a future update.
The package can be installed using pip:
Install a virtual environment in Anaconda:
conda create -n gandalf-doe python=3.7
conda activate gandalf-doe
git clone https://github.com/mrodobbe/gandalf-doe.git
cd gandalf-doe
pip install .
An instruction on how to use GandALF is given in notebooks/demo.ipynb.
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