repository open issue

Index

_

__call__() (neurox.analysis.visualization.TransformersVisualizer method) __init__() (neurox.analysis.visualization.TransformersVisualizer method) (neurox.data.writer.ActivationsWriter method) (neurox.data.writer.ActivationsWriterManager method) (neurox.data.writer.HDF5ActivationsWriter method) (neurox.data.writer.JSONActivationsWriter method) (neurox.interpretation.linear_probe.LinearProbe method)

A

accuracy() (in module neurox.interpretation.metrics) accuracy_and_f1() (in module neurox.interpretation.metrics) ActivationsWriter (class in neurox.data.writer)

ActivationsWriterManager (class in neurox.data.writer) add_writer_options() (neurox.data.writer.ActivationsWriter static method) aggregate_repr() (in module neurox.data.extraction.transformers_extractor) annotate_data() (in module neurox.data.annotate)

B

balance_binary_class_data() (in module neurox.interpretation.utils) balance_multi_class_data() (in module neurox.interpretation.utils)

batch_generator() (in module neurox.interpretation.utils) bpe_get_avg_activations() (in module neurox.data.representations) bpe_get_last_activations() (in module neurox.data.representations)

C

char_get_avg_activations() (in module neurox.data.representations) char_get_last_activations() (in module neurox.data.representations) close() (neurox.data.writer.ActivationsWriter method) (neurox.data.writer.ActivationsWriterManager method) (neurox.data.writer.HDF5ActivationsWriter method) (neurox.data.writer.JSONActivationsWriter method)

compute_score() (in module neurox.interpretation.metrics) count_target_words() (in module neurox.interpretation.utils) create_correlation_clusters() (in module neurox.interpretation.clustering) create_tensors() (in module neurox.interpretation.utils)

D

decompose_layers (neurox.data.writer.ActivationsWriter attribute)

E

evaluate_probe() (in module neurox.interpretation.linear_probe) extract_independent_neurons() (in module neurox.interpretation.clustering)

extract_representations() (in module neurox.data.extraction.transformers_extractor) extract_sentence_representations() (in module neurox.data.extraction.transformers_extractor)

F

f1() (in module neurox.interpretation.metrics) filename (neurox.data.writer.ActivationsWriter attribute) filetype (neurox.data.writer.ActivationsWriter attribute) filter_activations_by_layers() (in module neurox.data.loader) (in module neurox.interpretation.ablation)

filter_activations_keep_neurons() (in module neurox.interpretation.ablation) filter_activations_remove_neurons() (in module neurox.interpretation.ablation) filter_layers (neurox.data.writer.ActivationsWriter attribute) forward() (neurox.interpretation.linear_probe.LinearProbe method)

G

get_bottom_neurons() (in module neurox.interpretation.linear_probe) get_fixed_number_of_bottom_neurons() (in module neurox.interpretation.linear_probe) get_model_and_tokenizer() (in module neurox.data.extraction.transformers_extractor) get_neuron_ordering() (in module neurox.interpretation.linear_probe) (in module neurox.interpretation.probeless) get_neuron_ordering_for_all_tags() (in module neurox.interpretation.probeless) get_neuron_ordering_for_tag() (in module neurox.interpretation.probeless)

get_neuron_ordering_granular() (in module neurox.interpretation.linear_probe) get_progress_bar() (in module neurox.interpretation.utils) get_random_neurons() (in module neurox.interpretation.linear_probe) get_top_neurons() (in module neurox.interpretation.linear_probe) get_top_neurons_hard_threshold() (in module neurox.interpretation.linear_probe) get_top_words() (in module neurox.analysis.corpus) get_writer() (neurox.data.writer.ActivationsWriter static method)

H

HDF5ActivationsWriter (class in neurox.data.writer)

I

idx2tok() (in module neurox.interpretation.utils)

isnotebook() (in module neurox.interpretation.utils)

J

JSONActivationsWriter (class in neurox.data.writer)

K

keep_specific_neurons() (in module neurox.interpretation.ablation)

L

l1_penalty() (in module neurox.interpretation.linear_probe) l2_penalty() (in module neurox.interpretation.linear_probe) LinearProbe (class in neurox.interpretation.linear_probe) load_activations() (in module neurox.data.loader)

load_aux_data() (in module neurox.data.loader) load_data() (in module neurox.data.loader) load_probe() (in module neurox.interpretation.utils) load_sentence_data() (in module neurox.data.loader)

M

main() (in module neurox.data.extraction.transformers_extractor) matthews_corrcoef() (in module neurox.interpretation.metrics) model (neurox.analysis.visualization.TransformersVisualizer attribute) model_name (neurox.analysis.visualization.TransformersVisualizer attribute) module neurox neurox.analysis neurox.analysis.corpus neurox.analysis.plotting neurox.analysis.visualization neurox.data neurox.data.annotate neurox.data.extraction neurox.data.extraction.transformers_extractor neurox.data.loader neurox.data.representations neurox.data.utils neurox.data.writer neurox.interpretation neurox.interpretation.ablation neurox.interpretation.clustering neurox.interpretation.linear_probe neurox.interpretation.metrics neurox.interpretation.probeless neurox.interpretation.utils

N

neurox module neurox.analysis module neurox.analysis.corpus module neurox.analysis.plotting module neurox.analysis.visualization module neurox.data module neurox.data.annotate module neurox.data.extraction module neurox.data.extraction.transformers_extractor module neurox.data.loader module

neurox.data.representations module neurox.data.utils module neurox.data.writer module neurox.interpretation module neurox.interpretation.ablation module neurox.interpretation.clustering module neurox.interpretation.linear_probe module neurox.interpretation.metrics module neurox.interpretation.probeless module neurox.interpretation.utils module

O

open() (neurox.data.writer.ActivationsWriter method) (neurox.data.writer.ActivationsWriterManager method) (neurox.data.writer.HDF5ActivationsWriter method) (neurox.data.writer.JSONActivationsWriter method)

P

pearson() (in module neurox.interpretation.metrics) pearson_and_spearman() (in module neurox.interpretation.metrics) plot_accuracies() (in module neurox.analysis.plotting) plot_accuracies_per_tag() (in module neurox.analysis.plotting)

plot_distributedness() (in module neurox.analysis.plotting) print_clusters() (in module neurox.interpretation.clustering) print_machine_stats() (in module neurox.interpretation.utils) print_overall_stats() (in module neurox.interpretation.utils)

S

save_files() (in module neurox.data.utils) save_probe() (in module neurox.interpretation.utils)

scikit_extract_independent_neurons() (in module neurox.interpretation.clustering) sent_get_last_activations() (in module neurox.data.representations) spearman() (in module neurox.interpretation.metrics)

T

tok2idx() (in module neurox.interpretation.utils) tokenizer (neurox.analysis.visualization.TransformersVisualizer attribute) train_linear_regression_probe() (in module neurox.interpretation.linear_probe)

train_logistic_regression_probe() (in module neurox.interpretation.linear_probe) training (neurox.interpretation.linear_probe.LinearProbe attribute) TransformersVisualizer (class in neurox.analysis.visualization)

V

visualize_activations() (in module neurox.analysis.visualization)

W

write_activations() (neurox.data.writer.ActivationsWriter method) (neurox.data.writer.ActivationsWriterManager method) (neurox.data.writer.HDF5ActivationsWriter method) (neurox.data.writer.JSONActivationsWriter method)

Z

zero_out_activations_keep_neurons() (in module neurox.interpretation.ablation)

zero_out_activations_remove_neurons() (in module neurox.interpretation.ablation)