Index _ | A | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V _ __getitem__() (semanticlens.component_visualization.activation_caching.ActMaxCache method) __init__() (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer method) (semanticlens.component_visualization.activation_caching.ActCache method) (semanticlens.component_visualization.activation_caching.ActMax method) (semanticlens.component_visualization.activation_caching.ActMaxCache method) (semanticlens.component_visualization.ActivationComponentVisualizer method) (semanticlens.component_visualization.base.AbstractComponentVisualizer method) (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer method) (semanticlens.component_visualization.RelevanceComponentVisualizer method) (semanticlens.foundation_models.clip.ClipMobile method) (semanticlens.foundation_models.clip.OpenClip method) (semanticlens.foundation_models.clip.SigLipV2 method) (semanticlens.foundation_models.ClipMobile method) (semanticlens.foundation_models.OpenClip method) (semanticlens.foundation_models.SigLipV2 method) (semanticlens.Lens method) (semanticlens.lens.Lens method) (semanticlens.utils.log_setup.ColorFormatter method) __iter__() (semanticlens.component_visualization.activation_caching.ActMaxCache method) __repr__() (semanticlens.component_visualization.activation_caching.ActMaxCache method) (semanticlens.foundation_models.clip.OpenClip method) (semanticlens.foundation_models.OpenClip method) A abs_norm (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer attribute) (semanticlens.component_visualization.RelevanceComponentVisualizer attribute) AbstractComponentVisualizer (class in semanticlens.component_visualization.base) AbstractVLM (class in semanticlens.foundation_models.base) ActCache (class in semanticlens.component_visualization.activation_caching) ActivationComponentVisualizer (class in semanticlens.component_visualization) (class in semanticlens.component_visualization.activation_based) activations (semanticlens.component_visualization.activation_caching.ActMax attribute) ActMax (class in semanticlens.component_visualization.activation_caching) (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer attribute) (semanticlens.component_visualization.RelevanceComponentVisualizer attribute) actmax_cache (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer attribute) (semanticlens.component_visualization.ActivationComponentVisualizer attribute) ActMaxCache (class in semanticlens.component_visualization.activation_caching) ActStats (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer attribute) (semanticlens.component_visualization.RelevanceComponentVisualizer attribute) agg_fn_name (semanticlens.component_visualization.activation_caching.ActMaxCache attribute) aggregate_conv_max() (in module semanticlens.component_visualization.aggregators) aggregate_conv_mean() (in module semanticlens.component_visualization.aggregators) aggregate_transformer_absmax() (in module semanticlens.component_visualization.aggregators) aggregate_transformer_absmean() (in module semanticlens.component_visualization.aggregators) aggregate_transformer_max() (in module semanticlens.component_visualization.aggregators) aggregate_transformer_mean() (in module semanticlens.component_visualization.aggregators) AGGREGATION_DEFAULTS (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer attribute) (semanticlens.component_visualization.ActivationComponentVisualizer attribute) aggregation_fn (semanticlens.component_visualization.activation_caching.ActMaxCache attribute) (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer attribute) (semanticlens.component_visualization.RelevanceComponentVisualizer attribute) alive_latents (semanticlens.component_visualization.activation_caching.ActMax property) C cache (semanticlens.component_visualization.activation_caching.ActCache attribute) (semanticlens.component_visualization.activation_caching.ActMaxCache attribute) caching (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer property) (semanticlens.component_visualization.ActivationComponentVisualizer property) (semanticlens.component_visualization.base.AbstractComponentVisualizer property) check_if_preprocessed() (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer method), [1] (semanticlens.component_visualization.RelevanceComponentVisualizer method), [1] clarity_score() (in module semanticlens) (in module semanticlens.scores) ClipMobile (class in semanticlens.foundation_models) (class in semanticlens.foundation_models.clip) COLOR_MAP (semanticlens.utils.log_setup.ColorFormatter attribute) ColorFormatter (class in semanticlens.utils.log_setup) composite (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer attribute) (semanticlens.component_visualization.RelevanceComponentVisualizer attribute) compute_concept_db() (in module semanticlens.lens) (semanticlens.Lens method) (semanticlens.lens.Lens method) crop_and_mask_images() (in module semanticlens.utils.render) D device (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer property) (semanticlens.component_visualization.ActivationComponentVisualizer property) (semanticlens.component_visualization.base.AbstractComponentVisualizer attribute) (semanticlens.component_visualization.base.AbstractComponentVisualizer property) (semanticlens.foundation_models.base.AbstractVLM property) (semanticlens.foundation_models.clip.OpenClip property) (semanticlens.foundation_models.OpenClip property) (semanticlens.Lens attribute) (semanticlens.lens.Lens attribute) E encode_image() (semanticlens.foundation_models.base.AbstractVLM method) (semanticlens.foundation_models.clip.OpenClip method) (semanticlens.foundation_models.OpenClip method) encode_text() (semanticlens.foundation_models.base.AbstractVLM method) (semanticlens.foundation_models.clip.OpenClip method) (semanticlens.foundation_models.OpenClip method) eval_clarity() (semanticlens.Lens method) (semanticlens.lens.Lens method) eval_polysemanticity() (semanticlens.Lens method) (semanticlens.lens.Lens method) eval_redundancy() (semanticlens.Lens method) (semanticlens.lens.Lens method) F fm (semanticlens.Lens attribute) (semanticlens.lens.Lens attribute) format() (semanticlens.utils.log_setup.ColorFormatter method) G get_act_max_sample_ids() (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer method), [1] (semanticlens.component_visualization.RelevanceComponentVisualizer method), [1] get_aggregate_transformer_special_token() (in module semanticlens.component_visualization.aggregators) get_denormalization_transform() (in module semanticlens.utils) (in module semanticlens.utils.helper) get_fallback_name() (in module semanticlens.utils) (in module semanticlens.utils.helper) get_max_reference() (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer method) (semanticlens.component_visualization.ActivationComponentVisualizer method) (semanticlens.component_visualization.base.AbstractComponentVisualizer method) (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer method), [1] (semanticlens.component_visualization.RelevanceComponentVisualizer method), [1] H handles (semanticlens.component_visualization.activation_caching.ActCache attribute) hook_context() (semanticlens.component_visualization.activation_caching.ActCache method) I image_probing() (in module semanticlens.lens) (semanticlens.Lens method) (semanticlens.lens.Lens method) is_setup (semanticlens.component_visualization.activation_caching.ActMax attribute) L layer_names (semanticlens.component_visualization.activation_caching.ActCache attribute) Lens (class in semanticlens) (class in semanticlens.lens) load() (semanticlens.component_visualization.activation_caching.ActMax class method) (semanticlens.component_visualization.activation_caching.ActMaxCache method) M metadata (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer property) (semanticlens.component_visualization.activation_caching.ActMaxCache property) (semanticlens.component_visualization.ActivationComponentVisualizer property) (semanticlens.component_visualization.base.AbstractComponentVisualizer property) (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer property) (semanticlens.component_visualization.RelevanceComponentVisualizer property) MissingNameWarning model (semanticlens.component_visualization.base.AbstractComponentVisualizer attribute) (semanticlens.foundation_models.clip.OpenClip attribute) (semanticlens.foundation_models.OpenClip attribute) module semanticlens semanticlens.component_visualization semanticlens.component_visualization.activation_based semanticlens.component_visualization.activation_caching semanticlens.component_visualization.aggregators semanticlens.component_visualization.base semanticlens.component_visualization.relevance_based semanticlens.foundation_models semanticlens.foundation_models.base semanticlens.foundation_models.clip semanticlens.lens semanticlens.scores semanticlens.utils semanticlens.utils.helper semanticlens.utils.log_setup semanticlens.utils.render mystroke() (in module semanticlens.utils.render) N n_collect (semanticlens.component_visualization.activation_caching.ActMax attribute) (semanticlens.component_visualization.activation_caching.ActMaxCache attribute) n_latents (semanticlens.component_visualization.activation_caching.ActMax attribute) num_samples (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer attribute) (semanticlens.component_visualization.RelevanceComponentVisualizer attribute) O OpenClip (class in semanticlens.foundation_models) (class in semanticlens.foundation_models.clip) P plot_fn (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer attribute) (semanticlens.component_visualization.RelevanceComponentVisualizer attribute) polysemanticity_score() (in module semanticlens) (in module semanticlens.scores) preprocess() (semanticlens.foundation_models.base.AbstractVLM method) (semanticlens.foundation_models.clip.OpenClip method) (semanticlens.foundation_models.OpenClip method) preprocessor (semanticlens.foundation_models.clip.OpenClip attribute) (semanticlens.foundation_models.OpenClip attribute) Properties() (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer method) (semanticlens.component_visualization.RelevanceComponentVisualizer method) R redundancy_score() (in module semanticlens) (in module semanticlens.scores) RelevanceComponentVisualizer (class in semanticlens.component_visualization) (class in semanticlens.component_visualization.relevance_based) RESET_SEQ (semanticlens.utils.log_setup.ColorFormatter attribute) run() (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer method) (semanticlens.component_visualization.ActivationComponentVisualizer method) (semanticlens.component_visualization.base.AbstractComponentVisualizer method) (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer method), [1] (semanticlens.component_visualization.RelevanceComponentVisualizer method), [1] S sample_ids (semanticlens.component_visualization.activation_caching.ActMax attribute) sample_idx_counter (semanticlens.component_visualization.activation_caching.ActMaxCache attribute) semanticlens module semanticlens.component_visualization module semanticlens.component_visualization.activation_based module semanticlens.component_visualization.activation_caching module semanticlens.component_visualization.aggregators module semanticlens.component_visualization.base module semanticlens.component_visualization.relevance_based module semanticlens.foundation_models module semanticlens.foundation_models.base module semanticlens.foundation_models.clip module semanticlens.lens module semanticlens.scores module semanticlens.utils module semanticlens.utils.helper module semanticlens.utils.log_setup module semanticlens.utils.render module setup_colored_logging() (in module semanticlens.utils) (in module semanticlens.utils.log_setup) SigLipV2 (class in semanticlens.foundation_models) (class in semanticlens.foundation_models.clip) similarity_score() (in module semanticlens.scores) storage_dir (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer property) (semanticlens.component_visualization.ActivationComponentVisualizer property) (semanticlens.component_visualization.base.AbstractComponentVisualizer property) (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer attribute) (semanticlens.component_visualization.RelevanceComponentVisualizer attribute) store() (semanticlens.component_visualization.activation_caching.ActMax method) (semanticlens.component_visualization.activation_caching.ActMaxCache method) T text_probing() (in module semanticlens.lens) (semanticlens.Lens method) (semanticlens.lens.Lens method) to() (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer method) (semanticlens.component_visualization.ActivationComponentVisualizer method) (semanticlens.component_visualization.base.AbstractComponentVisualizer method) (semanticlens.component_visualization.relevance_based.RelevanceComponentVisualizer method), [1] (semanticlens.component_visualization.RelevanceComponentVisualizer method), [1] (semanticlens.foundation_models.base.AbstractVLM method) (semanticlens.foundation_models.clip.OpenClip method) (semanticlens.foundation_models.OpenClip method) to_transforms_compose() (in module semanticlens.utils) (in module semanticlens.utils.helper) tokenize() (semanticlens.foundation_models.base.AbstractVLM method) (semanticlens.foundation_models.clip.OpenClip method) (semanticlens.foundation_models.OpenClip method) tokenizer (semanticlens.foundation_models.clip.OpenClip attribute) (semanticlens.foundation_models.OpenClip attribute) U update() (semanticlens.component_visualization.activation_caching.ActMax method) URL (semanticlens.foundation_models.clip.SigLipV2 attribute), [1] (semanticlens.foundation_models.SigLipV2 attribute), [1] URLs (semanticlens.foundation_models.clip.ClipMobile attribute), [1] (semanticlens.foundation_models.ClipMobile attribute), [1] V vis_lighten_img_border() (in module semanticlens.utils.render) vis_opaque_img_border() (in module semanticlens.utils.render) visualize_components() (semanticlens.component_visualization.activation_based.ActivationComponentVisualizer method) (semanticlens.component_visualization.ActivationComponentVisualizer method)