hcrystalball
stable
Contents:
Installation
Glossary
Data Format
Model Selection
Wrappers
Examples:
Quickstart
Tutorial
API:
API
Meta:
Contribution
Changelog
hcrystalball
Docs
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Index
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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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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R
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S
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T
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U
A
add_model_to_gridsearch() (hcrystalball.model_selection.ModelSelector method)
(in module hcrystalball.model_selection)
B
BATSWrapper (class in hcrystalball.wrappers)
C
create_gridsearch() (hcrystalball.model_selection.ModelSelector method)
cv_splits_overlap (hcrystalball.model_selection.ModelSelectorResult attribute)
D
df_plot (hcrystalball.model_selection.ModelSelectorResult attribute)
E
ExponentialSmoothingWrapper (class in hcrystalball.wrappers)
F
filter_data() (in module hcrystalball.model_selection)
FinerTimeSplit (class in hcrystalball.model_selection)
fit() (hcrystalball.compose.TSColumnTransformer method)
(hcrystalball.ensemble.SimpleEnsemble method)
(hcrystalball.ensemble.StackingEnsemble method)
(hcrystalball.feature_extraction.HolidayTransformer method)
(hcrystalball.feature_extraction.SeasonalityTransformer method)
(hcrystalball.preprocessing.TargetTransformer method)
(hcrystalball.wrappers.BATSWrapper method)
(hcrystalball.wrappers.ExponentialSmoothingWrapper method)
(hcrystalball.wrappers.HoltSmoothingWrapper method)
(hcrystalball.wrappers.ProphetWrapper method)
(hcrystalball.wrappers.SarimaxWrapper method)
(hcrystalball.wrappers.SimpleSmoothingWrapper method)
(hcrystalball.wrappers.TBATSWrapper method)
(hcrystalball.wrappers.ThetaWrapper method)
fit_transform() (hcrystalball.compose.TSColumnTransformer method)
(hcrystalball.feature_extraction.HolidayTransformer method)
(hcrystalball.feature_extraction.SeasonalityTransformer method)
(hcrystalball.preprocessing.TargetTransformer method)
G
generate_estimator_hash() (in module hcrystalball.utils)
generate_multiple_tsdata() (in module hcrystalball.utils)
generate_partition_hash() (in module hcrystalball.utils)
generate_tsdata() (in module hcrystalball.utils)
get_estimator_repr() (in module hcrystalball.utils)
get_feature_names() (hcrystalball.compose.TSColumnTransformer method)
(hcrystalball.feature_extraction.HolidayTransformer method)
(hcrystalball.feature_extraction.SeasonalityTransformer method)
get_gridsearch() (in module hcrystalball.model_selection)
get_n_splits() (hcrystalball.model_selection.FinerTimeSplit method)
get_params() (hcrystalball.compose.TSColumnTransformer method)
(hcrystalball.ensemble.SimpleEnsemble method)
(hcrystalball.ensemble.StackingEnsemble method)
(hcrystalball.feature_extraction.HolidayTransformer method)
(hcrystalball.feature_extraction.SeasonalityTransformer method)
(hcrystalball.preprocessing.TargetTransformer method)
(hcrystalball.wrappers.BATSWrapper method)
(hcrystalball.wrappers.ExponentialSmoothingWrapper method)
(hcrystalball.wrappers.HoltSmoothingWrapper method)
(hcrystalball.wrappers.ProphetWrapper method)
(hcrystalball.wrappers.SarimaxWrapper method)
(hcrystalball.wrappers.SimpleSmoothingWrapper method)
(hcrystalball.wrappers.TBATSWrapper method)
(hcrystalball.wrappers.ThetaWrapper method)
get_partitions() (hcrystalball.model_selection.ModelSelector method)
get_result_for_partition() (hcrystalball.model_selection.ModelSelector method)
get_sales_data() (in module hcrystalball.utils)
get_scorer() (in module hcrystalball.metrics)
get_sklearn_wrapper() (in module hcrystalball.wrappers)
H
hcrystalball.compose
module
hcrystalball.ensemble
module
hcrystalball.feature_extraction
module
hcrystalball.metrics
module
hcrystalball.model_selection
module
hcrystalball.preprocessing
module
hcrystalball.utils
module
hcrystalball.wrappers
module
HolidayTransformer (class in hcrystalball.feature_extraction)
HoltSmoothingWrapper (class in hcrystalball.wrappers)
L
load_best_model() (in module hcrystalball.model_selection)
load_model_selector() (in module hcrystalball.model_selection)
load_model_selector_result() (in module hcrystalball.model_selection)
M
make_ts_scorer() (in module hcrystalball.metrics)
ModelSelector (class in hcrystalball.model_selection)
ModelSelectorResult (class in hcrystalball.model_selection)
module
hcrystalball.compose
hcrystalball.ensemble
hcrystalball.feature_extraction
hcrystalball.metrics
hcrystalball.model_selection
hcrystalball.preprocessing
hcrystalball.utils
hcrystalball.wrappers
N
named_steps() (hcrystalball.preprocessing.TargetTransformer method)
named_transformers_ (hcrystalball.compose.TSColumnTransformer attribute)
O
optional_import() (in module hcrystalball.utils)
P
partition_data() (in module hcrystalball.model_selection)
partition_data_by_values() (in module hcrystalball.model_selection)
partitions (hcrystalball.model_selection.ModelSelector attribute)
persist() (hcrystalball.model_selection.ModelSelectorResult method)
persist_results() (hcrystalball.model_selection.ModelSelector method)
plot_best_wrapper_classes() (hcrystalball.model_selection.ModelSelector method)
plot_error() (hcrystalball.model_selection.ModelSelectorResult method)
plot_result() (hcrystalball.model_selection.ModelSelectorResult method)
plot_results() (hcrystalball.model_selection.ModelSelector method)
predict() (hcrystalball.ensemble.SimpleEnsemble method)
(hcrystalball.ensemble.StackingEnsemble method)
(hcrystalball.preprocessing.TargetTransformer method)
(hcrystalball.wrappers.BATSWrapper method)
(hcrystalball.wrappers.ExponentialSmoothingWrapper method)
(hcrystalball.wrappers.HoltSmoothingWrapper method)
(hcrystalball.wrappers.ProphetWrapper method)
(hcrystalball.wrappers.SarimaxWrapper method)
(hcrystalball.wrappers.SimpleSmoothingWrapper method)
(hcrystalball.wrappers.TBATSWrapper method)
(hcrystalball.wrappers.ThetaWrapper method)
prepare_data_for_training() (in module hcrystalball.model_selection)
ProphetWrapper (class in hcrystalball.wrappers)
R
remainder (hcrystalball.compose.TSColumnTransformer attribute)
results (hcrystalball.model_selection.ModelSelector attribute)
run_model_selection() (in module hcrystalball.model_selection)
S
SarimaxWrapper (class in hcrystalball.wrappers)
score() (hcrystalball.preprocessing.TargetTransformer method)
SeasonalityTransformer (class in hcrystalball.feature_extraction)
select_model() (hcrystalball.model_selection.ModelSelector method)
(in module hcrystalball.model_selection)
select_model_general() (in module hcrystalball.model_selection)
set_params() (hcrystalball.compose.TSColumnTransformer method)
(hcrystalball.ensemble.SimpleEnsemble method)
(hcrystalball.ensemble.StackingEnsemble method)
(hcrystalball.feature_extraction.HolidayTransformer method)
(hcrystalball.feature_extraction.SeasonalityTransformer method)
(hcrystalball.preprocessing.TargetTransformer method)
(hcrystalball.wrappers.BATSWrapper method)
(hcrystalball.wrappers.ExponentialSmoothingWrapper method)
(hcrystalball.wrappers.HoltSmoothingWrapper method)
(hcrystalball.wrappers.ProphetWrapper method)
(hcrystalball.wrappers.SarimaxWrapper method)
(hcrystalball.wrappers.SimpleSmoothingWrapper method)
(hcrystalball.wrappers.TBATSWrapper method)
(hcrystalball.wrappers.ThetaWrapper method)
SimpleEnsemble (class in hcrystalball.ensemble)
SimpleSmoothingWrapper (class in hcrystalball.wrappers)
split() (hcrystalball.model_selection.FinerTimeSplit method)
StackingEnsemble (class in hcrystalball.ensemble)
stored_path (hcrystalball.model_selection.ModelSelector attribute)
T
TargetTransformer (class in hcrystalball.preprocessing)
TBATSWrapper (class in hcrystalball.wrappers)
ThetaWrapper (class in hcrystalball.wrappers)
transform() (hcrystalball.compose.TSColumnTransformer method)
(hcrystalball.feature_extraction.HolidayTransformer method)
(hcrystalball.feature_extraction.SeasonalityTransformer method)
(hcrystalball.preprocessing.TargetTransformer method)
TSColumnTransformer (class in hcrystalball.compose)
U
unified_country_code (hcrystalball.feature_extraction.HolidayTransformer attribute)
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