A Python library for global and regional effects
Project description
Effector
Documenation | Global Effect | Regional Effect | API | Tutorials
Effector is a python package for global and regional effect analysis.
Installation
Effector is compatible with Python 3.7+. We recommend to first create a virtual environment with conda:
conda create -n effector python=3.11
conda activate effector
and then install Effector via pip:
pip install effector
If you want to also run the Tutorial notebooks, add some more dependencies to the environment:
pip install -r requirements-dev.txt
Methods and Publications
Methods
Effector implements the following methods:
| Method | Global Effect | Regional Effect | Paper |
|---|---|---|---|
| PDP | PDP |
RegionalPDP |
PDP, ICE, GAGDET-PD |
| d-PDP | DerPDP |
RegionalDerPDP |
d-PDP, d-ICE |
| ALE | ALE |
RegionalALE |
ALE, GAGDET-ALE |
| RHALE | RHALE |
RegionalRHALE |
RHALE, DALE |
| SHAP-DP | ShapDP |
RegionalShapDP |
SHAP, GAGDET-DP |
Release history Release notifications | RSS feed
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