Benchmark of jit compiled idw function from openAmundsen

Original interpolation code (interpolation.py) is taken directly from openAmundsen and therefore licensed under the MIT license (see LICENSE file).

Create environment for running the notebook

conda create -c conda-forge openamundsen matplotlib jupyterlab