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NeuroX toolkit documentation
Welcome!
Installation Instructions
Tutorial Notebook
API Reference:
neurox
neurox.analysis
neurox.data
neurox.data.extraction
neurox.interpretation
repository
open issue
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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S
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T
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V
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W
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Z
_
__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)