finetune
0.8.3
General API
Installation
Docker
Base Models (e.g. BERT, GPT2, RoBERTa, DistilBERT)
Finetune Quickstart Guide
Dataset Loading
Saving and Loading Models
Model Configuration Options
Resource Management
Special Features
Finetune API Reference
Cached Prediction
Process Long Sequences
SequenceLabeler Class
Using Adapters and the DeploymentModel class
Using Auxiliary Info
finetune
Docs
»
Index
Index
A
|
C
|
D
|
F
|
G
|
L
|
M
|
O
|
P
|
R
|
S
|
T
A
Association (class in finetune)
C
cached_predict() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)
Classifier (class in finetune)
Comparison (class in finetune)
ComparisonOrdinalRegressor (class in finetune)
create_base_model() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)
D
DeploymentModel (class in finetune)
F
featurize() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)
finetune (module)
finetune() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
finetune_grid_search() (finetune.Association class method)
(finetune.Classifier class method)
(finetune.Comparison class method)
(finetune.ComparisonOrdinalRegressor class method)
(finetune.DeploymentModel method)
(finetune.LanguageModel class method)
(finetune.MultiFieldClassifier class method)
(finetune.MultiFieldRegressor class method)
(finetune.MultiLabelClassifier class method)
(finetune.MultiTask class method)
(finetune.OrdinalRegressor class method)
(finetune.Regressor class method)
(finetune.SequenceLabeler class method)
finetune_grid_search_cv() (finetune.Association class method)
(finetune.Classifier class method)
(finetune.Comparison class method)
(finetune.ComparisonOrdinalRegressor class method)
(finetune.DeploymentModel method)
(finetune.LanguageModel class method)
(finetune.MultiFieldClassifier class method)
(finetune.MultiFieldRegressor class method)
(finetune.MultiLabelClassifier class method)
(finetune.MultiTask class method)
(finetune.OrdinalRegressor class method)
(finetune.Regressor class method)
(finetune.SequenceLabeler class method)
fit() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)
G
generate_text() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)
L
LanguageModel (class in finetune)
load() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)
load_custom_model() (finetune.DeploymentModel method)
load_featurizer() (finetune.DeploymentModel method)
M
MultiFieldClassifier (class in finetune)
MultiFieldRegressor (class in finetune)
MultiLabelClassifier (class in finetune)
MultiTask (class in finetune)
O
OrdinalRegressor (class in finetune)
P
predict() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)
predict_proba() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)
R
Regressor (class in finetune)
S
save() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)
SequenceLabeler (class in finetune)
Settings (class in finetune.config)
T
transform() (finetune.Association method)
(finetune.Classifier method)
(finetune.Comparison method)
(finetune.ComparisonOrdinalRegressor method)
(finetune.DeploymentModel method)
(finetune.LanguageModel method)
(finetune.MultiFieldClassifier method)
(finetune.MultiFieldRegressor method)
(finetune.MultiLabelClassifier method)
(finetune.MultiTask method)
(finetune.OrdinalRegressor method)
(finetune.Regressor method)
(finetune.SequenceLabeler method)