pyXenium.gmi.ContourGmiResult

class ContourGmiResult(output_dir, main_effects, interaction_effects, groups, predictions, cv_metrics, stability, heterogeneity, summary, files)

Bases: object

Parsed GMI fit outputs and report metadata.

Parameters:

• output_dir (Path)

• main_effects (DataFrame)

• interaction_effects (DataFrame)

• groups (DataFrame)

• predictions (DataFrame)

• cv_metrics (DataFrame)

• stability (DataFrame)

• heterogeneity (DataFrame)

• summary (dict[str, Any])

• files (dict[str, str])

__init__(output_dir, main_effects, interaction_effects, groups, predictions, cv_metrics, stability, heterogeneity, summary, files)

Parameters:

• output_dir (Path)

• main_effects (DataFrame)

• interaction_effects (DataFrame)

• groups (DataFrame)

• predictions (DataFrame)

• cv_metrics (DataFrame)

• stability (DataFrame)

• heterogeneity (DataFrame)

• summary (dict[str, Any])

• files (dict[str, str])

Return type:

None

Methods

__init__(output_dir, main_effects, ...)

Attributes

output_dir
main_effects
interaction_effects
groups
predictions
cv_metrics
stability
heterogeneity
summary
files

output_dir: Path

main_effects: DataFrame

interaction_effects: DataFrame

groups: DataFrame

predictions: DataFrame

cv_metrics: DataFrame

stability: DataFrame

heterogeneity: DataFrame

summary: dict[str, Any]

files: dict[str, str]