Examples

Here are some tutorials.

Running PIPT and POPT

• tutorial_pipt.ipynb: Tutorial for running PIPT
• tutorial_minires.ipynb: The same, with a forward model that needs nothing installed -- a MiniRes waterflood
• tutorial_popt.ipynb: Tutorial for running POPT

Data structures

• tutorial_petdataframe.ipynb: The PETDataFrame container -- ragged data tables, to_matrix(), scaling and adjoints

Localization

• tutorial_auto_adaptive_localization.ipynb: Adaptive correlation-based tapering
• tutorial_distance_localization.ipynb: Distance-based tapering around wells

Extending PIPT

• adding_an_analysis.ipynb: Write a new analysis flavour and bind it to a scheme
• adding_a_scheme.ipynb: Write a new scheme and register it for config-driven use
• EnIF, an out-of-tree analysis brought in-tree: The graph-informed information-filter flavour for ES-MDA -- installation, settings and parameter graphs