0.6.4
Overview:
About
Installation
Getting Started
Examples:
LSTM Example
Forecaster:
Forecaster Class
Forecaster Object Globals
Forecasting Different Model Types
GridGenerator:
GridGenerator
Notebook:
Notebook
Multi-Series:
Multi-series
ChangeLog:
Changelog
scalecast
»
Index
Index
A
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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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K
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L
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M
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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
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V
A
add_AR_terms() (src.scalecast.Forecaster.Forecaster method)
add_ar_terms() (src.scalecast.Forecaster.Forecaster method)
add_combo_regressors() (src.scalecast.Forecaster.Forecaster method)
add_covid19_regressor() (src.scalecast.Forecaster.Forecaster method)
add_diffed_terms() (src.scalecast.Forecaster.Forecaster method)
add_exp_terms() (src.scalecast.Forecaster.Forecaster method)
add_lagged_terms() (src.scalecast.Forecaster.Forecaster method)
add_logged_terms() (src.scalecast.Forecaster.Forecaster method)
add_other_regressor() (src.scalecast.Forecaster.Forecaster method)
add_poly_terms() (src.scalecast.Forecaster.Forecaster method)
add_pt_terms() (src.scalecast.Forecaster.Forecaster method)
add_seasonal_regressors() (src.scalecast.Forecaster.Forecaster method)
add_time_trend() (src.scalecast.Forecaster.Forecaster method)
adf_test() (src.scalecast.Forecaster.Forecaster method)
all_feature_info_to_excel() (src.scalecast.Forecaster.Forecaster method)
all_validation_grids_to_excel() (src.scalecast.Forecaster.Forecaster method)
auto_forecast() (src.scalecast.Forecaster.Forecaster method)
D
diff() (src.scalecast.Forecaster.Forecaster method)
drop_regressors() (src.scalecast.Forecaster.Forecaster method)
drop_Xvars() (src.scalecast.Forecaster.Forecaster method)
E
export() (src.scalecast.Forecaster.Forecaster method)
export_feature_importance() (src.scalecast.Forecaster.Forecaster method)
export_fitted_vals() (src.scalecast.Forecaster.Forecaster method)
export_forecasts_with_cis() (src.scalecast.Forecaster.Forecaster method)
export_summary_stats() (src.scalecast.Forecaster.Forecaster method)
export_test_set_preds_with_cis() (src.scalecast.Forecaster.Forecaster method)
export_validation_grid() (src.scalecast.Forecaster.Forecaster method)
export_Xvars_df() (src.scalecast.Forecaster.Forecaster method)
F
fillna_y() (src.scalecast.Forecaster.Forecaster method)
Forecaster (class in src.scalecast.Forecaster)
G
generate_future_dates() (src.scalecast.Forecaster.Forecaster method)
get_freq() (src.scalecast.Forecaster.Forecaster method)
get_funcs() (src.scalecast.Forecaster.Forecaster method)
get_regressor_names() (src.scalecast.Forecaster.Forecaster method)
I
infer_freq() (src.scalecast.Forecaster.Forecaster method)
ingest_grid() (src.scalecast.Forecaster.Forecaster method)
ingest_Xvars_df() (src.scalecast.Forecaster.Forecaster method)
integrate() (src.scalecast.Forecaster.Forecaster method)
K
keep_smaller_history() (src.scalecast.Forecaster.Forecaster method)
L
limit_grid_size() (src.scalecast.Forecaster.Forecaster method)
M
manual_forecast() (src.scalecast.Forecaster.Forecaster method)
module
src.scalecast.Forecaster.Forecaster._forecast_arima
src.scalecast.Forecaster.Forecaster._forecast_combo
src.scalecast.Forecaster.Forecaster._forecast_hwes
src.scalecast.Forecaster.Forecaster._forecast_lstm
src.scalecast.Forecaster.Forecaster._forecast_prophet
src.scalecast.Forecaster.Forecaster._forecast_rnn
src.scalecast.Forecaster.Forecaster._forecast_silverkite
src.scalecast.Forecaster.Forecaster._forecast_sklearn
src.scalecast.GridGenerator.get_empty_grids
src.scalecast.GridGenerator.get_example_grids
src.scalecast.multiseries.export_model_summaries
src.scalecast.notebook.results_vis
src.scalecast.notebook.tune_test_forecast
O
order_fcsts() (src.scalecast.Forecaster.Forecaster method)
P
plot() (src.scalecast.Forecaster.Forecaster method)
plot_acf() (src.scalecast.Forecaster.Forecaster method)
plot_fitted() (src.scalecast.Forecaster.Forecaster method)
plot_pacf() (src.scalecast.Forecaster.Forecaster method)
plot_periodogram() (src.scalecast.Forecaster.Forecaster method)
plot_test_set() (src.scalecast.Forecaster.Forecaster method)
pop() (src.scalecast.Forecaster.Forecaster method)
pop_using_criterion() (src.scalecast.Forecaster.Forecaster method)
R
reset() (src.scalecast.Forecaster.Forecaster method)
S
save_feature_importance() (src.scalecast.Forecaster.Forecaster method)
save_summary_stats() (src.scalecast.Forecaster.Forecaster method)
seasonal_decompose() (src.scalecast.Forecaster.Forecaster method)
set_bootstrap_samples() (src.scalecast.Forecaster.Forecaster method)
set_cilevel() (src.scalecast.Forecaster.Forecaster method)
set_estimator() (src.scalecast.Forecaster.Forecaster method)
set_last_future_date() (src.scalecast.Forecaster.Forecaster method)
set_test_length() (src.scalecast.Forecaster.Forecaster method)
set_validation_length() (src.scalecast.Forecaster.Forecaster method)
set_validation_metric() (src.scalecast.Forecaster.Forecaster method)
src.scalecast.Forecaster.Forecaster._forecast_arima
module
src.scalecast.Forecaster.Forecaster._forecast_combo
module
src.scalecast.Forecaster.Forecaster._forecast_hwes
module
src.scalecast.Forecaster.Forecaster._forecast_lstm
module
src.scalecast.Forecaster.Forecaster._forecast_prophet
module
src.scalecast.Forecaster.Forecaster._forecast_rnn
module
src.scalecast.Forecaster.Forecaster._forecast_silverkite
module
src.scalecast.Forecaster.Forecaster._forecast_sklearn
module
src.scalecast.GridGenerator.get_empty_grids
module
src.scalecast.GridGenerator.get_example_grids
module
src.scalecast.multiseries.export_model_summaries
module
src.scalecast.notebook.results_vis
module
src.scalecast.notebook.tune_test_forecast
module
T
tune() (src.scalecast.Forecaster.Forecaster method)
tune_test_forecast() (src.scalecast.Forecaster.Forecaster method)
typ_set() (src.scalecast.Forecaster.Forecaster method)
U
undiff() (src.scalecast.Forecaster.Forecaster method)
V
validate_regressor_names() (src.scalecast.Forecaster.Forecaster method)