AutoNLU
1.6.0
Getting Started
Installation
Getting Started
Why you should use AutoNLU
Tutorials
Predict sentences using the pretrained DeepOpinion ABSA model
Train a model to label reviews from the GooglePlay store
Train a model to automatically detect tags of stackoverflow questions
Train a model to detect opinions on different categories (ABSA) for laptop reviews
Improve our GooglePlay store example with manual labeling
Fine-tune your model on unsupervised data to improve the performance
Increase the speed and reduce the memory consumption by pruning layers of models.
Reduce inference time by distilling your model
Perform an Automatic Hyperparameter Search
Token classification tasks
Question answering
Data Cleaning
Topic modeling - finding topics for a dataset
Concepts
Overview of the Software Architecture
Known Issues
Known Issues
Changelog
Changelog
API Reference
Model
AutoMl
Data Cleaning
Topic Modelling
Studio Interface
Utils
SampleHash
LMTeacher
DataDependence
Translation
SimpleModel
DocumentModel
AutoNLU
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Index
Index
A
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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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I
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L
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M
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P
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S
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T
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U
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V
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W
A
add() (autonlu.SampleHash method)
auto_prune() (autonlu.Model method)
(autonlu.SimpleModel method)
AutoMl (class in autonlu)
C
Categorical (class in autonlu.automl)
change_settings() (autonlu.topic_model.TopicModel method)
create() (autonlu.AutoMl method)
create_dictionaries() (autonlu.Translator method)
D
DataCleaner (class in autonlu)
DataDependence (class in autonlu.data_dependence)
distill() (autonlu.Model method)
DocumentModel (class in autonlu)
documents2simplemodelformat() (in module autonlu)
E
evaluate() (autonlu.DocumentModel method)
(autonlu.Model method)
(autonlu.SimpleModel method)
extract_vocabulary_from_dataset() (autonlu.topic_model.VocabularyTools static method)
F
filter_case_duplicates() (autonlu.topic_model.VocabularyTools static method)
finetune() (autonlu.DocumentModel method)
(autonlu.Model method)
(autonlu.SimpleModel method)
fix_seed() (in module autonlu)
FloatRange (class in autonlu.automl)
G
get_all_labels() (in module autonlu)
get_all_labels_from_documents() (in module autonlu)
get_annotations() (in module autonlu)
get_basemodel() (in module autonlu.utils)
get_best_device() (in module autonlu)
get_classes() (in module autonlu)
get_config() (in module autonlu)
get_large_english_vocab() (autonlu.topic_model.VocabularyTools static method)
get_model_by_id() (in module autonlu)
get_model_dir() (in module autonlu)
get_product_key() (in module autonlu)
get_segment_class_pairs() (in module autonlu)
get_segment_class_pairs_doc() (in module autonlu)
get_segment_class_pairs_with_labels() (in module autonlu)
get_small_english_vocab() (autonlu.topic_model.VocabularyTools static method)
get_splits() (autonlu.DataCleaner method)
get_standard_label() (in module autonlu)
I
IntRange (class in autonlu.automl)
is_valid() (in module autonlu.check_model)
L
list_annotations() (in module autonlu)
list_models() (in module autonlu)
list_projects() (in module autonlu)
LMTeacher (class in autonlu.finetuning)
load() (autonlu.DataCleaner static method)
load_csv_dictionary() (in module autonlu)
load_dataset() (autonlu.AutoMl method)
login() (in module autonlu)
M
Model (class in autonlu)
modeltype() (autonlu.DocumentModel method)
(autonlu.Model method)
(in module autonlu.check_model)
P
predict() (autonlu.DocumentModel method)
(autonlu.Model method)
(autonlu.SimpleModel method)
prune() (autonlu.Model method)
(autonlu.SimpleModel method)
S
sample_data() (autonlu.DataCleaner method)
SampleHash (class in autonlu)
save() (autonlu.DataCleaner method)
(autonlu.DocumentModel method)
(autonlu.Model method)
(autonlu.SampleHash method)
(autonlu.SimpleModel method)
save_csv_dictionary() (in module autonlu)
search_topics() (autonlu.topic_model.TopicModel method)
select_to_label() (autonlu.DocumentModel method)
(autonlu.Model method)
(autonlu.SimpleModel method)
show_results() (autonlu.topic_model.TopicModel method)
SimpleModel (class in autonlu)
split_dataset() (in module autonlu)
status() (in module autonlu)
T
TopicModel (class in autonlu.topic_model)
train() (autonlu.DocumentModel method)
(autonlu.Model method)
(autonlu.SimpleModel method)
train_smaller_models() (autonlu.data_dependence.DataDependence method)
translate() (autonlu.Translator method)
translate_dataset() (in module autonlu)
Translator (class in autonlu)
U
upload() (autonlu.Model method)
(autonlu.SimpleModel method)
upload_model() (in module autonlu.studio)
V
VocabularyTools (class in autonlu.topic_model)
W
was_added() (autonlu.SampleHash method)