Batch fANOVA importance analysis #827
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…(beta version) (suny-downstate-medical-center#819) * fixed bug in conn, updated test/examples/* to use dynamic pathing * update CHANGES.md * updated documentation with new batchtools (beta)
cfg.progressBar = 2 will display all progress bars cfg.progressBar = 1 will call tqdm with progress bars w/ leave = 0 cfg.progressBar = 0 will disable the progress bar.
… loading bar. (suny-downstate-medical-center#821) * Updated logic, bug fix cfg.progressBar = 2 will display all progress bars cfg.progressBar = 1 will call tqdm with progress bars w/ leave = 0 cfg.progressBar = 0 will disable the progress bar.
…to development
'sge' or 'sh' are valid options for the 'job_type' argument, not 'shell'
…tionary, fanova example started. batchtools.rst updated
fanova (large sample -- 625), running fanova analysis cfg.py of CA3 including additional cfg settings to avoid confusion
jchen6727
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Aug 30, 2024
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update with new WIP feature: importance estimation using functional ANOVA (requires optuna, scikit-learn)
use the
Analyzer()object to calculate parameter importance on prior batch simulation results.example uses grid search (see examples/rosenbrock/fanova_rosenbrock within batch tools directory.