rex_xai.extraction¶

Classes¶

Module Contents¶

class rex_xai.extraction.Explanation(maps, prediction_func, data, args, run_stats, keep_all_maps=False)¶

Parameters:

maps (rex_xai.resp_maps.ResponsibilityMaps)
data (rex_xai.input_data.Data)
args (rex_xai.config.CausalArgs)
run_stats (dict)

target_map¶

explanation: torch.Tensor | None = None¶

final_mask = None¶

explanation_confidence = 0.0¶

prediction_func¶

data¶

args¶

run_stats¶

__repr__()¶

Return type:: str

extract(method)¶

Parameters:: method (rex_xai.config.Strategy)

blank()¶

set_to_true(coords, mask=None)¶

__global(map=None, wipe=False)¶

__generate_circle_coordinates(centre, radius)¶

Parameters:: radius (int)

__draw_circle(centre, start_radius=None)¶

compute_masked_responsibility(mask)¶

__spatial(centre=None, expansion_limit=None)¶

save(path, mask=None, multi=None, multi_style='', clauses=None)¶

heatmap_plot(path=None)¶

surface_plot(path=None)¶

show(path=None)¶