model-diagnostics

model-diagnostics copied to clipboard

@lorentzenchr it's just a draft PR to receive some feedback on what I did and discuss how to go forward. ```python3 >>> from model_diagnostics.scoring import compute_score, SquaredError >>> >>> y_obs...

m-maggi

lorentzenchr

The confidence intervals of `plot_reliability_diagram` are made a bit too wide by ```python # We make the interval conservatively monotone increasing by applying # np.maximum.accumulate etc. lower = -np.minimum.accumulate(-boot.confidence_interval.low) upper...

lorentzenchr

Add sample uncertainty to score decompose

6

lorentzenchr

lorentzenchr

Make mkdocstrings filters work

2

Currently, the mkdocstrings filters in `mkdocs.yml` does not work (as I would expect). The files for generating the API Reference page are currently filtered in `gen_ref_pages.py`.

lorentzenchr

Function for pretty binning of numerics

1

This PR adds a utility function `pretty()` used to create neat bin breaks. It is a small start from my side, but it *is* a start ;).

mayer79

This library needs a logo. The ones of https://pola.rs and https://numpy.org have nice ones.

lorentzenchr

Partial Dependence

2

`compute_partial_dependence` and `plot_partial_dependence`

lorentzenchr

https://github.com/jimporter/mike

lorentzenchr