Index

Symbols

1_Images module 2_Text module

3_Time_series module

_

__author__ (in module dianna) __call__() (_movie_model.MovieReviewsModelRunner method) (dianna.utils.onnx_runner.SimpleModelRunner method) (dianna.utils.SimpleModelRunner method) __email__ (in module dianna) __enter__() (dianna._logging_utils.LoggingContext method) __exit__() (dianna._logging_utils.LoggingContext method) __version__ (in module dianna) _calculate_distance() (lime_timeseries.LIMETimeseries method) _calculate_max_class_std() (rise_image.RISEImage method) _calculate_mean_class_std() (rise_text.RISEText method) _convert_to_segments() (in module _ts_utils) _create_heatemaps() (in module kernelshap_image) _create_masked_sentences() (rise_text.RISEText method) _determine_number_masked() (in module dianna.utils.maskers) _determine_p_keep() (rise_image.RISEImage method) (rise_text.RISEText method) _determine_vmax() (in module dianna.visualization.image) _draw_segments() (in module dianna.visualization.timeseries) _dtw_distance() (lime_timeseries.LIMETimeseries method) _fix_whitespace() (dianna.utils.tokenizers.SpacyTokenizer method) _generate_masks() (rise_text.RISEText method) _get_explainer() (in module dianna) _get_explanation_values() (lime_image.LIMEImage method) _get_full_preprocess_function() (lime_image.LIMEImage method) (rise_image.RISEImage method) _get_mask_value() (in module dianna.utils.maskers) _get_method_params() (in module _shared) _get_params() (in module _shared) _get_saliencies() (rise_text.RISEText method) _get_text_color() (in module dianna.visualization.text) _get_top_indices() (in module _shared) _get_top_indices_and_labels() (in module _shared) _image_utils module

_mask_bottom_ratio() (in module dianna.utils.maskers) _mask_image() (kernelshap_image.KERNELSHAPImage method) _methods_checkboxes() (in module _shared) _model_utils module _models_image module _models_text module _models_ts module _movie_model module _prepare_image_data() (kernelshap_image.KERNELSHAPImage method) (lime_image.LIMEImage method) (rise_image.RISEImage method) _prepare_input_data_and_model() (rise_image.RISEImage method) _process_plotting_parameters() (in module dianna.visualization.timeseries) _project_grids_to_masks() (in module dianna.utils.maskers) _reshape_result() (rise_text.RISEText static method) _reshape_result_for_single_label() (lime_text.LIMEText static method) _run_kernelshap_image() (in module _models_image) _run_lime_image() (in module _models_image) _run_lime_text() (in module _models_text) _run_lime_timeseries() (in module _models_ts) _run_rise_image() (in module _models_image) _run_rise_text() (in module _models_text) _run_rise_timeseries() (in module _models_ts) _runner() (kernelshap_image.KERNELSHAPImage method) _segment_image() (kernelshap_image.KERNELSHAPImage static method) _set_axis_labels() (rise_image.RISEImage method) _shared module _ts_utils module _upscale() (in module dianna.utils.maskers)

A

add_sidebar_logo() (in module _shared)

axis_labels (in module 1_Images)

B

build_markup_for_logo() (in module _shared)

C

choices (in module 1_Images) (in module 2_Text) (in module 3_Time_series) column_spec (in module 1_Images) (in module 2_Text) (in module 3_Time_series)

convert_tokens_to_string() (dianna.utils.tokenizers.SpacyTokenizer method) (dianna.utils.tokenizers.Tokenizer method)

D

dashboard() (in module dianna.cli) data_directory (in module _shared) dianna module dianna._logging_utils module dianna.cli module dianna.utils module dianna.utils.maskers module dianna.utils.misc module dianna.utils.onnx_runner module

dianna.utils.predict module dianna.utils.rise_utils module dianna.utils.tokenizers module dianna.visualization module dianna.visualization.image module dianna.visualization.tabular module dianna.visualization.text module dianna.visualization.timeseries module

E

explain() (kernelshap_image.KERNELSHAPImage method) (kernelshap_tabular.KERNELSHAPTabular method) (lime_image.LIMEImage method) (lime_tabular.LIMETabular method) (lime_text.LIMEText method) (lime_timeseries.LIMETimeseries method) (rise_image.RISEImage method) (rise_text.RISEText method) (rise_timeseries.RISETimeseries method)

explain_image() (in module dianna) explain_image_dispatcher (in module _models_image) explain_tabular() (in module dianna) explain_text() (in module dianna) explain_text_dispatcher (in module _models_text) explain_timeseries() (in module dianna) explain_ts_dispatcher (in module _models_ts)

F

fill_segmentation() (in module _model_utils)

G

generate_channel_masks() (in module dianna.utils.maskers) generate_interpolated_float_masks_for_image() (in module dianna.utils.maskers) generate_interpolated_float_masks_for_timeseries() (in module dianna.utils.maskers) generate_masks() (in module dianna.utils.maskers) generate_time_step_masks() (in module dianna.utils.maskers)

get_base64_of_bin_file() (in module _shared) get_function() (in module dianna.utils) (in module dianna.utils.misc) get_kwargs_applicable_to_function() (in module dianna.utils) (in module dianna.utils.misc)

H

highlight_text() (in module dianna.visualization) (in module dianna.visualization.text)

Home module

I

image_file (in module 1_Images), [1]

image_label_file (in module 1_Images) image_model_file (in module 1_Images)

K

kernelshap_image module kernelshap_tabular module

KERNELSHAPImage (class in kernelshap_image) KERNELSHAPTabular (class in kernelshap_tabular) kwargs (in module 1_Images) (in module 2_Text) (in module 3_Time_series)

L

label_directory (in module _shared) labels (in module 1_Images) (in module 2_Text) (in module 3_Time_series) lime_image module lime_tabular module lime_text module lime_timeseries module

LIMEImage (class in lime_image) LIMETabular (class in lime_tabular) LIMEText (class in lime_text) LIMETimeseries (class in lime_timeseries) load_example (in module 1_Images) (in module 2_Text) (in module 3_Time_series) load_labels() (in module _model_utils) load_model() (in module _model_utils) locate_channels_axis() (in module dianna.utils) (in module dianna.utils.misc) LoggingContext (class in dianna._logging_utils)

M

make_predictions() (in module dianna.utils.predict) mask_data() (in module dianna.utils.maskers) MATCH_token_unk_token (dianna.utils.tokenizers.SpacyTokenizer attribute) MATCH_token_unk_white (dianna.utils.tokenizers.SpacyTokenizer attribute) MATCH_white_unk_token (dianna.utils.tokenizers.SpacyTokenizer attribute) method_params (in module 1_Images) (in module 2_Text) (in module 3_Time_series) methods (in module 1_Images) (in module 2_Text) (in module 3_Time_series) model (in module 1_Images) (in module 2_Text) (in module 3_Time_series) model_directory (in module _shared) model_runner (in module 2_Text) module 1_Images 2_Text 3_Time_series _image_utils _model_utils _models_image _models_text _models_ts _movie_model _shared _ts_utils dianna dianna._logging_utils dianna.cli dianna.utils dianna.utils.maskers dianna.utils.misc dianna.utils.onnx_runner dianna.utils.predict dianna.utils.rise_utils dianna.utils.tokenizers dianna.visualization dianna.visualization.image dianna.visualization.tabular dianna.visualization.text dianna.visualization.timeseries Home kernelshap_image kernelshap_tabular lime_image lime_tabular lime_text lime_timeseries rise_image rise_text rise_timeseries

move_axis() (in module dianna.utils) (in module dianna.utils.misc) MovieReviewsModelRunner (class in _movie_model)

N

normalize() (in module dianna.utils.rise_utils)

O

onnx_model_node_loader() (in module dianna.utils) (in module dianna.utils.misc)

open_image() (in module _image_utils) open_timeseries() (in module _ts_utils) original_data (in module 1_Images)

P

plot_image() (in module dianna.visualization) (in module dianna.visualization.image) plot_tabular() (in module dianna.visualization) (in module dianna.visualization.tabular) plot_timeseries() (in module dianna.visualization) (in module dianna.visualization.timeseries) predict() (in module _models_image) (in module _models_text) (in module _models_ts)

predictions (in module 1_Images) (in module 2_Text) (in module 3_Time_series) preprocess_function() (in module _model_utils) preprocess_img_resnet() (in module _image_utils)

R

rise_image module rise_text module

rise_timeseries module RISEImage (class in rise_image) RISEText (class in rise_text) RISETimeseries (class in rise_timeseries)

S

serialized_model (in module 1_Images) (in module 2_Text) (in module 3_Time_series)

SimpleModelRunner (class in dianna.utils) (class in dianna.utils.onnx_runner) SpacyTokenizer (class in dianna.utils.tokenizers)

T

text_input (in module 2_Text), [1] text_label_file (in module 2_Text) text_model_file (in module 2_Text) to_xarray() (in module dianna.utils) (in module dianna.utils.misc) tokenize() (_movie_model.MovieReviewsModelRunner method) (dianna.utils.tokenizers.SpacyTokenizer method) (dianna.utils.tokenizers.Tokenizer method)

Tokenizer (class in dianna.utils.tokenizers) tokenizer (in module _models_text) ts_data (in module 3_Time_series) ts_file (in module 3_Time_series), [1] ts_label_file (in module 3_Time_series) ts_model_file (in module 3_Time_series)

W

weight (in module 1_Images) (in module 2_Text) (in module 3_Time_series)