geoprior.scripts.plot_sm3_bounds_ridge_summary

Plot bounds vs ridge summary.

Summarize two failure modes in SM3 synthetic runs: - “clipped to bounds” (inferred from observed extrema) - “ridge non-identifiability” (ridge_resid_q50 > threshold)

Panels

1. Bound hits (counts + %)

2. Ridge residual distribution (with threshold)

3. 2×2 matrix: clipped vs ridge (counts + %)

4. Category fractions (overall or by lithology)

Outputs

• Figure: scripts/figs/<out>.png and <out>.svg

• JSON summary: scripts/out/<out-json>

• CSV category table: scripts/out/<out-csv>

Notes

Bounds are inferred from run extrema:

K_min/max = min/max(K_est_med_mps) tau_min/max = min/max(tau_est_med_sec) Hd_min/max = min/max(Hd_est_med)

Clipped modes:

• primary: K@max OR tau@min OR Hd@max

• any: any side of (K, tau, Hd)

Functions

build_category_table(df, flags)
compute_flags(df, bounds, *, rtol, ridge_thr)
infer_bounds(df)
main([argv, prog])
plot_sm3_bounds_ridge_summary(df, *, flags, ...)
plot_sm3_bounds_ridge_summary_main([argv, prog])
summarize_counts(flags, *, use)

Classes

BoundInfo(K_min, K_max, tau_min, tau_max, ...)

class geoprior.scripts.plot_sm3_bounds_ridge_summary.BoundInfo(K_min: 'float', K_max: 'float', tau_min: 'float', tau_max: 'float', Hd_min: 'float', Hd_max: 'float')

Bases: object

Parameters:

• K_min (float)

• K_max (float)

• tau_min (float)

• tau_max (float)

• Hd_min (float)

• Hd_max (float)

K_min: float

K_max: float

tau_min: float

tau_max: float

Hd_min: float

Hd_max: float

__init__(K_min, K_max, tau_min, tau_max, Hd_min, Hd_max)

Parameters:

• K_min (float)

• K_max (float)

• tau_min (float)

• tau_max (float)

• Hd_min (float)

• Hd_max (float)

Return type:

None

geoprior.scripts.plot_sm3_bounds_ridge_summary.infer_bounds(df)

Parameters:

df (DataFrame)

Return type:

BoundInfo

geoprior.scripts.plot_sm3_bounds_ridge_summary.compute_flags(df, bounds, *, rtol, ridge_thr)

Parameters:

• df (DataFrame)

• bounds (BoundInfo)

• rtol (float)

• ridge_thr (float)

Return type:

dict[str, ndarray]

geoprior.scripts.plot_sm3_bounds_ridge_summary.summarize_counts(flags, *, use)

Parameters:

• flags (dict[str, ndarray])

• use (str)

Return type:

dict[str, float]

geoprior.scripts.plot_sm3_bounds_ridge_summary.build_category_table(df, flags)

Parameters:

• df (DataFrame)

• flags (dict[str, ndarray])

Return type:

DataFrame

geoprior.scripts.plot_sm3_bounds_ridge_summary.plot_sm3_bounds_ridge_summary(df, *, flags, bounds, ridge_thr, use, out, out_json, out_csv, dpi, font, show_legend, show_labels, show_ticklabels, show_title, show_panel_titles, show_panel_labels, paper_format, title)

Parameters:

• df (DataFrame)

• flags (dict[str, ndarray])

• bounds (BoundInfo)

• ridge_thr (float)

• use (str)

• out (str)

• out_json (str)

• out_csv (str)

• dpi (int)

• font (int)

• show_legend (bool)

• show_labels (bool)

• show_ticklabels (bool)

• show_title (bool)

• show_panel_titles (bool)

• show_panel_labels (bool)

• paper_format (bool)

• title (str | None)

Return type:

None

geoprior.scripts.plot_sm3_bounds_ridge_summary.plot_sm3_bounds_ridge_summary_main(argv=None, *, prog=None)

Parameters:

• argv (list[str] | None)

• prog (str | None)

Return type:

None

geoprior.scripts.plot_sm3_bounds_ridge_summary.main(argv=None, *, prog=None)

Parameters:

• argv (list[str] | None)

• prog (str | None)

Return type:

None