xplainable
latest
GETTING STARTED
About Xplainable
Installation
PYTHON API
Cloud Client
Classification – Binary
Classification – Multi-Class
Regression
Preprocessing
NLP
xplainable
Index
Edit on GitHub
Index
A
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B
|
C
|
D
|
E
|
F
|
G
|
I
|
L
|
M
|
O
|
P
|
R
|
S
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T
|
U
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X
A
activate_deployment() (xplainable.client.client.Client method)
add_deployment_middleware() (xplainable.client.client.Client method)
add_layer() (xplainable.core.optimisation.genetic.XEvolutionaryNetwork method)
add_partition() (xplainable.core.ml.classification.PartitionedClassifier method)
(xplainable.core.ml.regression.PartitionedRegressor method)
add_stages() (xplainable.preprocessing.pipeline.XPipeline method)
B
BaseLayer (class in xplainable.core.optimisation.layers)
C
case (xplainable.preprocessing.transformers.categorical.ReplaceWith attribute)
ChangeCase (class in xplainable.preprocessing.transformers.categorical)
ChangeCases (class in xplainable.preprocessing.transformers.dataset)
ChangeNames (class in xplainable.preprocessing.transformers.dataset)
clear_layers() (xplainable.core.optimisation.genetic.XEvolutionaryNetwork method)
Client (class in xplainable.client.client)
Clip (class in xplainable.preprocessing.transformers.numeric)
Condense (class in xplainable.preprocessing.transformers.categorical)
constructs_from_json() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
constructs_to_json() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
convert_to_model_profile_categories() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
create_model_id() (xplainable.client.client.Client method)
create_model_version() (xplainable.client.client.Client method)
create_preprocessor_id() (xplainable.client.client.Client method)
create_preprocessor_version() (xplainable.client.client.Client method)
D
DateTimeExtract (class in xplainable.preprocessing.transformers.dataset)
deactivate_deployment() (xplainable.client.client.Client method)
delete_deployment_middleware() (xplainable.client.client.Client method)
deploy() (xplainable.client.client.Client method)
DetectCategories (class in xplainable.preprocessing.transformers.categorical)
drop_layer() (xplainable.core.optimisation.genetic.XEvolutionaryNetwork method)
drop_partition() (xplainable.core.ml.classification.PartitionedClassifier method)
(xplainable.core.ml.regression.PartitionedRegressor method)
drop_stage() (xplainable.preprocessing.pipeline.XPipeline method)
DropCols (class in xplainable.preprocessing.transformers.dataset)
DropNaNs (class in xplainable.preprocessing.transformers.dataset)
E
evaluate() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
Evolve (class in xplainable.core.optimisation.layers)
explain() (xplainable.core.ml.classification.PartitionedClassifier method)
(xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.PartitionedRegressor method)
(xplainable.core.ml.regression.XRegressor method)
F
feature_importances (xplainable.core.ml.classification.XClassifier property)
(xplainable.core.ml.regression.XRegressor property)
FillMissing (class in xplainable.preprocessing.transformers.dataset)
FillMissingCategorical (class in xplainable.preprocessing.transformers.categorical)
FillMissingNumeric (class in xplainable.preprocessing.transformers.numeric)
fit() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
(xplainable.core.optimisation.genetic.XEvolutionaryNetwork method)
(xplainable.preprocessing.pipeline.XPipeline method)
(xplainable.preprocessing.transformers.base.XBaseTransformer method)
(xplainable.preprocessing.transformers.categorical.ChangeCase method)
(xplainable.preprocessing.transformers.categorical.Condense method)
(xplainable.preprocessing.transformers.categorical.DetectCategories method)
(xplainable.preprocessing.transformers.categorical.FillMissingCategorical method)
(xplainable.preprocessing.transformers.categorical.MapCategories method)
(xplainable.preprocessing.transformers.categorical.MergeCategories method)
(xplainable.preprocessing.transformers.categorical.ReplaceCategory method)
(xplainable.preprocessing.transformers.categorical.ReplaceWith method)
(xplainable.preprocessing.transformers.categorical.TextContains method)
(xplainable.preprocessing.transformers.categorical.TextRemove method)
(xplainable.preprocessing.transformers.categorical.TextSlice method)
(xplainable.preprocessing.transformers.categorical.TextTrim method)
(xplainable.preprocessing.transformers.dataset.ChangeCases method)
(xplainable.preprocessing.transformers.dataset.ChangeNames method)
(xplainable.preprocessing.transformers.dataset.DateTimeExtract method)
(xplainable.preprocessing.transformers.dataset.DropCols method)
(xplainable.preprocessing.transformers.dataset.DropNaNs method)
(xplainable.preprocessing.transformers.dataset.FillMissing method)
(xplainable.preprocessing.transformers.dataset.GroupbyShift method)
(xplainable.preprocessing.transformers.dataset.GroupedSignalSmoothing method)
(xplainable.preprocessing.transformers.dataset.Operation method)
(xplainable.preprocessing.transformers.dataset.OrderBy method)
(xplainable.preprocessing.transformers.dataset.RollingOperation method)
(xplainable.preprocessing.transformers.dataset.SetDTypes method)
(xplainable.preprocessing.transformers.dataset.TextSplit method)
(xplainable.preprocessing.transformers.dataset.TextTrimMulti method)
(xplainable.preprocessing.transformers.mixed.SetDType method)
(xplainable.preprocessing.transformers.mixed.Shift method)
(xplainable.preprocessing.transformers.numeric.Clip method)
(xplainable.preprocessing.transformers.numeric.FillMissingNumeric method)
(xplainable.preprocessing.transformers.numeric.LogTransform method)
(xplainable.preprocessing.transformers.numeric.MinMaxScale method)
fit_transform() (xplainable.preprocessing.pipeline.XPipeline method)
(xplainable.preprocessing.transformers.base.XBaseTransformer method)
(xplainable.preprocessing.transformers.categorical.ChangeCase method)
(xplainable.preprocessing.transformers.categorical.Condense method)
(xplainable.preprocessing.transformers.categorical.DetectCategories method)
(xplainable.preprocessing.transformers.categorical.FillMissingCategorical method)
(xplainable.preprocessing.transformers.categorical.MapCategories method)
(xplainable.preprocessing.transformers.categorical.MergeCategories method)
(xplainable.preprocessing.transformers.categorical.ReplaceCategory method)
(xplainable.preprocessing.transformers.categorical.ReplaceWith method)
(xplainable.preprocessing.transformers.categorical.TextContains method)
(xplainable.preprocessing.transformers.categorical.TextRemove method)
(xplainable.preprocessing.transformers.categorical.TextSlice method)
(xplainable.preprocessing.transformers.categorical.TextTrim method)
(xplainable.preprocessing.transformers.dataset.ChangeCases method)
(xplainable.preprocessing.transformers.dataset.ChangeNames method)
(xplainable.preprocessing.transformers.dataset.DateTimeExtract method)
(xplainable.preprocessing.transformers.dataset.DropCols method)
(xplainable.preprocessing.transformers.dataset.DropNaNs method)
(xplainable.preprocessing.transformers.dataset.FillMissing method)
(xplainable.preprocessing.transformers.dataset.GroupbyShift method)
(xplainable.preprocessing.transformers.dataset.GroupedSignalSmoothing method)
(xplainable.preprocessing.transformers.dataset.Operation method)
(xplainable.preprocessing.transformers.dataset.OrderBy method)
(xplainable.preprocessing.transformers.dataset.RollingOperation method)
(xplainable.preprocessing.transformers.dataset.SetDTypes method)
(xplainable.preprocessing.transformers.dataset.TextSplit method)
(xplainable.preprocessing.transformers.dataset.TextTrimMulti method)
(xplainable.preprocessing.transformers.mixed.SetDType method)
(xplainable.preprocessing.transformers.mixed.Shift method)
(xplainable.preprocessing.transformers.numeric.Clip method)
(xplainable.preprocessing.transformers.numeric.FillMissingNumeric method)
(xplainable.preprocessing.transformers.numeric.LogTransform method)
(xplainable.preprocessing.transformers.numeric.MinMaxScale method)
G
generate_deploy_key() (xplainable.client.client.Client method)
generate_example_deployment_payload() (xplainable.client.client.Client method)
get_blueprint() (xplainable.preprocessing.pipeline.XPipeline method)
get_construct_from_column_name() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
get_user_data() (xplainable.client.client.Client method)
GroupbyShift (class in xplainable.preprocessing.transformers.dataset)
GroupedSignalSmoothing (class in xplainable.preprocessing.transformers.dataset)
I
initialise() (in module xplainable.client.init)
inverse_transform() (xplainable.preprocessing.pipeline.XPipeline method)
(xplainable.preprocessing.transformers.base.XBaseTransformer method)
(xplainable.preprocessing.transformers.categorical.ChangeCase method)
(xplainable.preprocessing.transformers.categorical.Condense method)
(xplainable.preprocessing.transformers.categorical.DetectCategories method)
(xplainable.preprocessing.transformers.categorical.FillMissingCategorical method)
(xplainable.preprocessing.transformers.categorical.MapCategories method)
(xplainable.preprocessing.transformers.categorical.MergeCategories method)
(xplainable.preprocessing.transformers.categorical.ReplaceCategory method)
(xplainable.preprocessing.transformers.categorical.ReplaceWith method)
(xplainable.preprocessing.transformers.categorical.TextContains method)
(xplainable.preprocessing.transformers.categorical.TextRemove method)
(xplainable.preprocessing.transformers.categorical.TextSlice method)
(xplainable.preprocessing.transformers.categorical.TextTrim method)
(xplainable.preprocessing.transformers.dataset.ChangeCases method)
(xplainable.preprocessing.transformers.dataset.ChangeNames method)
(xplainable.preprocessing.transformers.dataset.DateTimeExtract method)
(xplainable.preprocessing.transformers.dataset.DropCols method)
(xplainable.preprocessing.transformers.dataset.DropNaNs method)
(xplainable.preprocessing.transformers.dataset.FillMissing method)
(xplainable.preprocessing.transformers.dataset.GroupbyShift method)
(xplainable.preprocessing.transformers.dataset.GroupedSignalSmoothing method)
(xplainable.preprocessing.transformers.dataset.Operation method)
(xplainable.preprocessing.transformers.dataset.OrderBy method)
(xplainable.preprocessing.transformers.dataset.RollingOperation method)
(xplainable.preprocessing.transformers.dataset.SetDTypes method)
(xplainable.preprocessing.transformers.dataset.TextSplit method)
(xplainable.preprocessing.transformers.dataset.TextTrimMulti method)
(xplainable.preprocessing.transformers.mixed.SetDType method)
(xplainable.preprocessing.transformers.mixed.Shift method)
(xplainable.preprocessing.transformers.numeric.Clip method)
(xplainable.preprocessing.transformers.numeric.FillMissingNumeric method)
(xplainable.preprocessing.transformers.numeric.LogTransform method)
(xplainable.preprocessing.transformers.numeric.MinMaxScale method)
L
list_deployments() (xplainable.client.client.Client method)
list_model_versions() (xplainable.client.client.Client method)
list_models() (xplainable.client.client.Client method)
list_preprocessor_versions() (xplainable.client.client.Client method)
list_preprocessors() (xplainable.client.client.Client method)
load_classifier() (xplainable.client.client.Client method)
load_preprocessor() (xplainable.client.client.Client method)
load_regressor() (xplainable.client.client.Client method)
local_explainer() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
LogTransform (class in xplainable.preprocessing.transformers.numeric)
M
MapCategories (class in xplainable.preprocessing.transformers.categorical)
MergeCategories (class in xplainable.preprocessing.transformers.categorical)
MinMaxScale (class in xplainable.preprocessing.transformers.numeric)
module
xplainable.client.init
xplainable.core.ml.classification
xplainable.core.ml.regression
xplainable.core.optimisation.bayesian
xplainable.core.optimisation.genetic
xplainable.core.optimisation.layers
xplainable.preprocessing.pipeline
xplainable.preprocessing.transformers.base
xplainable.preprocessing.transformers.categorical
xplainable.preprocessing.transformers.dataset
xplainable.preprocessing.transformers.mixed
xplainable.preprocessing.transformers.numeric
O
Operation (class in xplainable.preprocessing.transformers.dataset)
optimise() (xplainable.core.optimisation.bayesian.XParamOptimiser method)
(xplainable.core.optimisation.genetic.XEvolutionaryNetwork method)
optimise_tail_sensitivity() (xplainable.core.ml.regression.XRegressor method)
OrderBy (class in xplainable.preprocessing.transformers.dataset)
P
params (xplainable.core.ml.classification.XClassifier property)
(xplainable.core.ml.regression.XRegressor property)
(xplainable.core.optimisation.layers.Evolve property)
(xplainable.core.optimisation.layers.Tighten property)
PartitionedClassifier (class in xplainable.core.ml.classification)
PartitionedRegressor (class in xplainable.core.ml.regression)
predict() (xplainable.core.ml.classification.PartitionedClassifier method)
(xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.PartitionedRegressor method)
(xplainable.core.ml.regression.XRegressor method)
predict_explain() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
predict_proba() (xplainable.core.ml.classification.PartitionedClassifier method)
(xplainable.core.ml.classification.XClassifier method)
predict_score() (xplainable.core.ml.classification.PartitionedClassifier method)
(xplainable.core.ml.classification.XClassifier method)
profile (xplainable.core.ml.classification.XClassifier property)
(xplainable.core.ml.regression.XRegressor property)
R
raise_errors() (xplainable.preprocessing.transformers.base.XBaseTransformer method)
(xplainable.preprocessing.transformers.categorical.ChangeCase method)
(xplainable.preprocessing.transformers.categorical.Condense method)
(xplainable.preprocessing.transformers.categorical.DetectCategories method)
(xplainable.preprocessing.transformers.categorical.FillMissingCategorical method)
(xplainable.preprocessing.transformers.categorical.MapCategories method)
(xplainable.preprocessing.transformers.categorical.MergeCategories method)
(xplainable.preprocessing.transformers.categorical.ReplaceCategory method)
(xplainable.preprocessing.transformers.categorical.ReplaceWith method)
(xplainable.preprocessing.transformers.categorical.TextContains method)
(xplainable.preprocessing.transformers.categorical.TextRemove method)
(xplainable.preprocessing.transformers.categorical.TextSlice method)
(xplainable.preprocessing.transformers.categorical.TextTrim method)
(xplainable.preprocessing.transformers.dataset.ChangeCases method)
(xplainable.preprocessing.transformers.dataset.ChangeNames method)
(xplainable.preprocessing.transformers.dataset.DateTimeExtract method)
(xplainable.preprocessing.transformers.dataset.DropCols method)
(xplainable.preprocessing.transformers.dataset.DropNaNs method)
(xplainable.preprocessing.transformers.dataset.FillMissing method)
(xplainable.preprocessing.transformers.dataset.GroupbyShift method)
(xplainable.preprocessing.transformers.dataset.GroupedSignalSmoothing method)
(xplainable.preprocessing.transformers.dataset.Operation method)
(xplainable.preprocessing.transformers.dataset.OrderBy method)
(xplainable.preprocessing.transformers.dataset.RollingOperation method)
(xplainable.preprocessing.transformers.dataset.SetDTypes method)
(xplainable.preprocessing.transformers.dataset.TextSplit method)
(xplainable.preprocessing.transformers.dataset.TextTrimMulti method)
(xplainable.preprocessing.transformers.mixed.SetDType method)
(xplainable.preprocessing.transformers.mixed.Shift method)
(xplainable.preprocessing.transformers.numeric.Clip method)
(xplainable.preprocessing.transformers.numeric.FillMissingNumeric method)
(xplainable.preprocessing.transformers.numeric.LogTransform method)
(xplainable.preprocessing.transformers.numeric.MinMaxScale method)
ReplaceCategory (class in xplainable.preprocessing.transformers.categorical)
ReplaceWith (class in xplainable.preprocessing.transformers.categorical)
RollingOperation (class in xplainable.preprocessing.transformers.dataset)
S
set_params() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
SetDType (class in xplainable.preprocessing.transformers.mixed)
SetDTypes (class in xplainable.preprocessing.transformers.dataset)
Shift (class in xplainable.preprocessing.transformers.mixed)
supported_types (xplainable.preprocessing.transformers.categorical.ChangeCase attribute)
(xplainable.preprocessing.transformers.categorical.Condense attribute)
(xplainable.preprocessing.transformers.categorical.DetectCategories attribute)
(xplainable.preprocessing.transformers.categorical.FillMissingCategorical attribute)
(xplainable.preprocessing.transformers.categorical.MapCategories attribute)
(xplainable.preprocessing.transformers.categorical.MergeCategories attribute)
(xplainable.preprocessing.transformers.categorical.ReplaceCategory attribute)
(xplainable.preprocessing.transformers.categorical.ReplaceWith attribute)
(xplainable.preprocessing.transformers.categorical.TextContains attribute)
(xplainable.preprocessing.transformers.categorical.TextRemove attribute)
(xplainable.preprocessing.transformers.categorical.TextSlice attribute)
(xplainable.preprocessing.transformers.categorical.TextTrim attribute)
(xplainable.preprocessing.transformers.dataset.ChangeCases attribute)
(xplainable.preprocessing.transformers.dataset.ChangeNames attribute)
(xplainable.preprocessing.transformers.dataset.DateTimeExtract attribute)
(xplainable.preprocessing.transformers.dataset.DropCols attribute)
(xplainable.preprocessing.transformers.dataset.DropNaNs attribute)
(xplainable.preprocessing.transformers.dataset.FillMissing attribute)
(xplainable.preprocessing.transformers.dataset.GroupbyShift attribute)
(xplainable.preprocessing.transformers.dataset.GroupedSignalSmoothing attribute)
(xplainable.preprocessing.transformers.dataset.Operation attribute)
(xplainable.preprocessing.transformers.dataset.OrderBy attribute)
(xplainable.preprocessing.transformers.dataset.RollingOperation attribute)
(xplainable.preprocessing.transformers.dataset.SetDTypes attribute)
(xplainable.preprocessing.transformers.dataset.TextSplit attribute)
(xplainable.preprocessing.transformers.dataset.TextTrimMulti attribute)
(xplainable.preprocessing.transformers.mixed.SetDType attribute)
(xplainable.preprocessing.transformers.mixed.Shift attribute)
(xplainable.preprocessing.transformers.numeric.Clip attribute)
(xplainable.preprocessing.transformers.numeric.FillMissingNumeric attribute)
(xplainable.preprocessing.transformers.numeric.LogTransform attribute)
(xplainable.preprocessing.transformers.numeric.MinMaxScale attribute)
T
TextContains (class in xplainable.preprocessing.transformers.categorical)
TextRemove (class in xplainable.preprocessing.transformers.categorical)
TextSlice (class in xplainable.preprocessing.transformers.categorical)
TextSplit (class in xplainable.preprocessing.transformers.dataset)
TextTrim (class in xplainable.preprocessing.transformers.categorical)
TextTrimMulti (class in xplainable.preprocessing.transformers.dataset)
Tighten (class in xplainable.core.optimisation.layers)
transform() (xplainable.core.optimisation.layers.Evolve method)
(xplainable.core.optimisation.layers.Tighten method)
(xplainable.preprocessing.pipeline.XPipeline method)
(xplainable.preprocessing.transformers.base.XBaseTransformer method)
(xplainable.preprocessing.transformers.categorical.ChangeCase method)
(xplainable.preprocessing.transformers.categorical.Condense method)
(xplainable.preprocessing.transformers.categorical.DetectCategories method)
(xplainable.preprocessing.transformers.categorical.FillMissingCategorical method)
(xplainable.preprocessing.transformers.categorical.MapCategories method)
(xplainable.preprocessing.transformers.categorical.MergeCategories method)
(xplainable.preprocessing.transformers.categorical.ReplaceCategory method)
(xplainable.preprocessing.transformers.categorical.ReplaceWith method)
(xplainable.preprocessing.transformers.categorical.TextContains method)
(xplainable.preprocessing.transformers.categorical.TextRemove method)
(xplainable.preprocessing.transformers.categorical.TextSlice method)
(xplainable.preprocessing.transformers.categorical.TextTrim method)
(xplainable.preprocessing.transformers.dataset.ChangeCases method)
(xplainable.preprocessing.transformers.dataset.ChangeNames method)
(xplainable.preprocessing.transformers.dataset.DateTimeExtract method)
(xplainable.preprocessing.transformers.dataset.DropCols method)
(xplainable.preprocessing.transformers.dataset.DropNaNs method)
(xplainable.preprocessing.transformers.dataset.FillMissing method)
(xplainable.preprocessing.transformers.dataset.GroupbyShift method)
(xplainable.preprocessing.transformers.dataset.GroupedSignalSmoothing method)
(xplainable.preprocessing.transformers.dataset.Operation method)
(xplainable.preprocessing.transformers.dataset.OrderBy method)
(xplainable.preprocessing.transformers.dataset.RollingOperation method)
(xplainable.preprocessing.transformers.dataset.SetDTypes method)
(xplainable.preprocessing.transformers.dataset.TextSplit method)
(xplainable.preprocessing.transformers.dataset.TextTrimMulti method)
(xplainable.preprocessing.transformers.mixed.SetDType method)
(xplainable.preprocessing.transformers.mixed.Shift method)
(xplainable.preprocessing.transformers.numeric.Clip method)
(xplainable.preprocessing.transformers.numeric.FillMissingNumeric method)
(xplainable.preprocessing.transformers.numeric.LogTransform method)
(xplainable.preprocessing.transformers.numeric.MinMaxScale method)
transform_generator() (xplainable.preprocessing.pipeline.XPipeline method)
U
update_feature_params() (xplainable.core.ml.classification.XClassifier method)
(xplainable.core.ml.regression.XRegressor method)
X
XBaseTransformer (class in xplainable.preprocessing.transformers.base)
XClassifier (class in xplainable.core.ml.classification)
XEvolutionaryNetwork (class in xplainable.core.optimisation.genetic)
XParamOptimiser (class in xplainable.core.optimisation.bayesian)
XPipeline (class in xplainable.preprocessing.pipeline)
xplainable.client.init
module
xplainable.core.ml.classification
module
xplainable.core.ml.regression
module
xplainable.core.optimisation.bayesian
module
xplainable.core.optimisation.genetic
module
xplainable.core.optimisation.layers
module
xplainable.preprocessing.pipeline
module
xplainable.preprocessing.transformers.base
module
xplainable.preprocessing.transformers.categorical
module
xplainable.preprocessing.transformers.dataset
module
xplainable.preprocessing.transformers.mixed
module
xplainable.preprocessing.transformers.numeric
module
XRegressor (class in xplainable.core.ml.regression)
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