emodel_generalisation.select

Module to select valid pairs of morphologies and electrical models.

Functions

plot_feature_distributions(df, efeatures, ...)	Plot feature distributions.
plot_select_corner(_df, pdf, df_params, ...)	Corner plot with scatter of valid models.
plot_select_stripplot(_df, pdf, df_params, ...)	Stripplot of selected emodels.
select_model_morphos(df[, clip, ...])	Select models and morphologies.
select_valid(df, emodel, select_folder, ...)	Select valid and plot.

emodel_generalisation.select.plot_feature_distributions(df, efeatures, select_folder)

Plot feature distributions.

emodel_generalisation.select.plot_select_corner(_df, pdf, df_params, valid_emodels)

Corner plot with scatter of valid models.

emodel_generalisation.select.plot_select_stripplot(_df, pdf, df_params, valid_emodels)

Stripplot of selected emodels.

emodel_generalisation.select.select_model_morphos(df, clip=5, morpho_thresh=0.2, emodel_thresh=0.05, filters=None, pdf=None, select_folder=None)

Select models and morphologies.

emodel_generalisation.select.select_valid(df, emodel, select_folder, morpho_thresh, emodel_thresh, clip, access_point, mtype)

Select valid and plot.