Index

A

ActivationSampler (class in src.activation_sampling) app module app.components module app.components.plots module app.dashboard module app.pages module app.pages.reasoning module app.utils module

app.utils.dashboard_utils module app.utils.exceptions module app.utils.history_processing module app.utils.images_utils module app.utils.reasoning_utils module app.utils.results module AUC (src.scoring.Metric attribute), [1] AVG_ACTIVATION (src.scoring.Metric attribute), [1]

B

best_concepts (app.utils.results.ExperimentResults attribute), [1]

C

calculate_metric() (in module src.scoring) ColorPalette (class in app.components.plots) concept_image_prompt() (in module src.prompts.prompt_utils)

ConceptHistoryConfig (class in src.config) ConditionalNormalize (class in src.image_processing) CorruptedExperimentError

E

ExperimentResults (class in app.utils.results) explained_model_id (src.config.LoadConfig attribute), [1]

explained_model_kwargs (src.config.LoadConfig attribute), [1] ExplainedModel (class in src.model.explained_model)

F

final_concept_history (app.utils.results.ExperimentResults attribute), [1] format_as_json_string() (in module src.history_managing)

format_best_concepts_history() (in module src.history_managing) format_concept_history() (in module src.history_managing)

G

generate_concept() (src.model.language_model.LanguageModel method) generate_images() (src.model.image_model.ImageModel method) generate_plots() (in module app.utils.dashboard_utils) generate_prompt() (in module src.prompts.prompt_utils) generation_history (app.utils.results.ExperimentResults attribute), [1]

get_activations() (src.model.explained_model.ExplainedModel method) get_best_concept() (src.model.language_model.LanguageModel method) get_experiment_directories() (in module app.utils.results) get_initial_concepts() (in module src.model.concept_history) get_scores_from_history() (in module app.utils.history_processing) gpu_inference_wrapper() (in module src.model.model)

H

HistoryManagingConfig (class in src.config)

I

ImageGenerationConfig (class in src.config)

ImageModel (class in src.model.image_model) images (app.utils.results.ExperimentResults attribute), [1]

L

language_model_id (src.config.LoadConfig attribute), [1] language_model_kwargs (src.config.LoadConfig attribute), [1]

LanguageModel (class in src.model.language_model) load_experiment_results() (in module app.utils.results) LoadConfig (class in src.config)

M

MAD (src.scoring.Metric attribute), [1] MAIN (app.components.plots.ColorPalette attribute), [1] main() (in module scripts.download_imagenet) (in module src.calculate_control_activations) (in module src.main) Metric (class in src.scoring) Model (class in src.model.model) model_id (src.model.model.Model property) model_swapping (src.config.LoadConfig attribute), [1] module app app.components app.components.plots app.dashboard app.pages app.pages.reasoning app.utils app.utils.dashboard_utils app.utils.exceptions app.utils.history_processing app.utils.images_utils app.utils.reasoning_utils app.utils.results scripts scripts.classes scripts.download_imagenet src src.activation_sampling src.calculate_control_activations src.config src.history_managing src.image_processing src.main src.model src.model.concept_history src.model.explained_model src.model.image_model src.model.language_model src.model.model src.pipeline src.prompts src.prompts.prompt_utils src.scoring

N

n_best_concepts (src.config.ConceptHistoryConfig attribute), [1]

n_images (src.config.ImageGenerationConfig attribute), [1] n_random_concepts (src.config.ConceptHistoryConfig attribute), [1]

P

Pipeline (class in src.pipeline) pipeline_params (app.utils.results.ExperimentResults attribute), [1] plot_best_score_over_iteration() (in module app.components.plots)

plot_design_setup() (in module app.components.plots) plot_relative_score_over_iteration() (in module app.components.plots) plot_score_vs_iteration() (in module app.components.plots) prompt_text (src.config.ImageGenerationConfig attribute), [1]

R

reasoning (app.utils.results.ExperimentResults attribute), [1]

run_params (app.utils.results.ExperimentResults attribute), [1] run_pipeline() (src.pipeline.Pipeline method)

S

sample_control_activations() (src.activation_sampling.ActivationSampler method) save_directory (src.config.HistoryManagingConfig attribute), [1] save_histories (src.config.HistoryManagingConfig attribute), [1] save_images (src.config.HistoryManagingConfig attribute), [1] save_images_from_iteration() (in module src.history_managing) (in module src.image_processing) save_llm_history() (in module src.history_managing) save_pipeline_parameters() (in module src.history_managing) scripts module scripts.classes module scripts.download_imagenet module SECONDARY (app.components.plots.ColorPalette attribute), [1] SECONDARY_DARK (app.components.plots.ColorPalette attribute), [1] SECONDARY_LIGHT (app.components.plots.ColorPalette attribute), [1] show_images() (in module app.utils.images_utils) src module src.activation_sampling module src.calculate_control_activations module src.config module

src.history_managing module src.image_processing module src.main module src.model module src.model.concept_history module src.model.explained_model module src.model.image_model module src.model.language_model module src.model.model module src.pipeline module src.prompts module src.prompts.prompt_utils module src.scoring module

T

text_to_image_model_id (src.config.LoadConfig attribute), [1]

text_to_image_model_kwargs (src.config.LoadConfig attribute), [1] transform_images() (in module src.image_processing)

U

update_concept_history() (in module src.model.concept_history) (src.model.language_model.LanguageModel method)

W

write_final_concept() (in module app.utils.dashboard_utils) write_final_concept_set() (in module app.utils.dashboard_utils)

write_generated_concepts() (in module app.utils.dashboard_utils) write_parameters() (in module app.utils.dashboard_utils) write_reasoning() (in module app.utils.reasoning_utils)