EMAworkbench

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Add an example on scenario selection for multi-scenario MORDM

1

epa1361_ open contains an assignment on scenario selection for multi-scenario MORDM. This would be a sound basis for making an example, but then tie it to the systematic selection presented...

quaquel

Print or plot perfomance metrics for `clusterer` result

2

Maybe, it could be a good addition to allow for printing/plotting permanence metrics, e.g. `silhouette_score` or any other that is more applicable in the case of `AgglomerativeClustering`. Or you prefer...

mikhailsirenko

In the [Glossary](https://emaworkbench.readthedocs.io/en/latest/ema_documentation/glossary.html) in the Docs ([source code](https://github.com/quaquel/EMAworkbench/blob/master/docs/source/ema_documentation/glossary.rst)), the definitions of _coverage_ and _density_ could be improved. Also maybe the Glossary can maybe be categorized.

EwoutH

Looks very fast and capable: https://github.com/charliermarsh/ruff

EwoutH

the docs for the connectors are currently not built because the relevant libraries/software packages cannot be found. Jpype uses mocking to deal with this type of problem: https://github.com/jpype-project/jpype/blob/master/doc/conf.py

quaquel

I think the "bubble plot" introduced (at least to me) in https://pynetlogo.readthedocs.io/en/latest/_docs/SALib_ipyparallel.html is a tremendous way of visualizing Sobol sensitivity analysis results. I would like to request a smoother integration...

steipatr

Automatic single-parameter sensitivity analysis

2

Automatic, one-line single-parameter sensitivity analysis (a.k.a. univariate or "one-factor-at-a-time" (OFAT) sensitivity analysis) would be a great addition for exploratory model testing and model validation. The idea is that we add...

EwoutH

I noticed in a profile run of the MultiprocessingEvaluator that pickling takes up a signficant amount of runtime. Since we are using Python 3.8 or later, we can leverage the...

EwoutH

I came across the concept of surrogate models, and if sounds very interesting (and tricky), especially after having encountered a model with a runtime of an hour myself. Especially this...

EwoutH

CI: Add test job for Python 3.13

3

Python 3.13 is now in beta, thus is might be useful to start testing what works and what doesn't. This PR adds a Python 3.13 job on Ubuntu.

EwoutH