copan:eval – Evaluation pipeline for the copan:CORE modelling framework

copan:eval is a python package to build evaluation pipelines for the copan:CORE modelling framework.

It implements these steps of the evaluation process:

1. Retrieval:
   Downloading and preprocessing data
2. Ingestion:
   Converting the data to a common format within the package, reading and inferring metadata.
3. Translation:
   Translating the data dimensions between different vocabularies.
4. Scaling:
   Scaling the datasets by a factor.
5. Harmonization:
   Transforming the data to common coordinates and the same extend.
6. Comparison:
   Comparing the datasets by calculating statistics or generating visualizations.

Setup

To set up the environment with poetry, run:

poetry install
poetry env activate 

If you want to setup your development environment, alternatively run:

poetry install -with dev