Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
Z
A
apply_constraints() (autots.models.base.PredictionObject method)
,
[1]
(in module autots.models.base)
ARDL (class in autots.models.statsmodels)
ARIMA (class in autots.models.statsmodels)
arima_seek_the_oracle() (in module autots.models.statsmodels)
auto_model_list() (in module autots.models.model_list)
AutoTS (class in autots)
(class in autots.evaluator.auto_ts)
autots (module)
autots.datasets (module)
autots.datasets.fred (module)
autots.evaluator (module)
autots.evaluator.auto_model (module)
autots.evaluator.auto_ts (module)
autots.evaluator.benchmark (module)
autots.evaluator.event_forecasting (module)
autots.evaluator.metrics (module)
autots.models (module)
autots.models.base (module)
autots.models.basics (module)
autots.models.dnn (module)
autots.models.ensemble (module)
autots.models.gluonts (module)
autots.models.greykite (module)
autots.models.model_list (module)
autots.models.prophet (module)
autots.models.sklearn (module)
autots.models.statsmodels (module)
autots.models.tfp (module)
autots.templates (module)
autots.templates.general (module)
autots.templates.general_old (module)
autots.tools (module)
autots.tools.cpu_count (module)
autots.tools.hierarchial (module)
autots.tools.holiday (module)
autots.tools.impute (module)
autots.tools.percentile (module)
autots.tools.probabilistic (module)
autots.tools.profile (module)
autots.tools.regressor (module)
autots.tools.seasonal (module)
autots.tools.shaping (module)
autots.tools.transform (module)
autots.tools.window_functions (module)
AutoTSIntervals (class in autots.evaluator.auto_ts)
AverageValueNaive (class in autots.models.basics)
B
back_forecast() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
(in module autots.evaluator.auto_model)
basic_profile() (autots.models.base.ModelObject method)
Benchmark (class in autots.evaluator.benchmark)
best_model (autots.AutoTS attribute)
(autots.evaluator.auto_ts.AutoTS attribute)
best_model_ensemble (autots.AutoTS attribute)
(autots.evaluator.auto_ts.AutoTS attribute)
best_model_name (autots.AutoTS attribute)
(autots.evaluator.auto_ts.AutoTS attribute)
best_model_params (autots.AutoTS attribute)
(autots.evaluator.auto_ts.AutoTS attribute)
best_model_transformation_params (autots.AutoTS attribute)
(autots.evaluator.auto_ts.AutoTS attribute)
BestNEnsemble() (in module autots.models.ensemble)
biased_ffill() (in module autots.tools.impute)
C
CenterLastValue (class in autots.tools.transform)
clean_weights() (in module autots.tools.shaping)
clip_outliers() (in module autots.tools.transform)
ClipOutliers (class in autots.tools.transform)
ComponentAnalysis (class in autots.models.sklearn)
concat() (autots.evaluator.auto_model.TemplateEvalObject method)
ConstantNaive (class in autots.models.basics)
containment() (in module autots.evaluator.metrics)
contour() (in module autots.evaluator.metrics)
cpu_count() (in module autots.tools.cpu_count)
create_forecast_index() (autots.models.base.ModelObject method)
create_lagged_regressor() (in module autots)
(in module autots.tools.regressor)
create_model_id() (in module autots.evaluator.auto_model)
create_regressor() (in module autots)
(in module autots.tools.regressor)
CumSumTransformer (class in autots.tools.transform)
D
data_profile() (in module autots.tools.profile)
date_part() (in module autots.tools.seasonal)
DatepartRegression (class in autots.models.sklearn)
(in module autots.tools.transform)
DatepartRegressionTransformer (class in autots.tools.transform)
Detrend (class in autots.tools.transform)
df_cleanup() (in module autots.tools.shaping)
df_wide_numeric (autots.AutoTS attribute)
(autots.evaluator.auto_ts.AutoTS attribute)
dict_recombination() (in module autots.evaluator.auto_model)
DifferencedTransformer (class in autots.tools.transform)
Discretize (class in autots.tools.transform)
DistEnsemble() (in module autots.models.ensemble)
DynamicFactor (class in autots.models.statsmodels)
DynamicFactorMQ (class in autots.models.statsmodels)
E
EmptyTransformer (class in autots.tools.transform)
EnsembleForecast() (in module autots.models.ensemble)
EnsembleTemplateGenerator() (in module autots.models.ensemble)
error_correlations() (in module autots.evaluator.auto_ts)
ETS (class in autots.models.statsmodels)
evaluate() (autots.models.base.PredictionObject method)
,
[1]
EventRiskForecast (class in autots)
(class in autots.evaluator.event_forecasting)
EWMAFilter (class in autots.tools.transform)
export_template() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
F
failure_rate() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
fake_date_fill() (in module autots.tools.impute)
fake_date_fill_old() (in module autots.tools.impute)
fake_regressor() (in module autots.evaluator.auto_ts)
FastICA (class in autots.tools.transform)
FBProphet (class in autots.models.prophet)
fill_forward() (in module autots.tools.impute)
fill_forward_alt() (in module autots.tools.impute)
fill_mean() (in module autots.tools.impute)
fill_mean_old() (in module autots.tools.impute)
fill_median() (in module autots.tools.impute)
fill_median_old() (in module autots.tools.impute)
fill_na() (autots.GeneralTransformer method)
(autots.tools.transform.GeneralTransformer method)
fill_zero() (in module autots.tools.impute)
FillNA() (in module autots.tools.impute)
fillna_np() (in module autots.tools.impute)
fit() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
(autots.evaluator.auto_ts.AutoTSIntervals method)
(autots.evaluator.event_forecasting.EventRiskForecast method)
,
[1]
(autots.EventRiskForecast method)
,
[1]
(autots.GeneralTransformer method)
(autots.models.basics.AverageValueNaive method)
(autots.models.basics.ConstantNaive method)
(autots.models.basics.LastValueNaive method)
(autots.models.basics.Motif method)
(autots.models.basics.MotifSimulation method)
(autots.models.basics.NVAR method)
(autots.models.basics.SeasonalNaive method)
(autots.models.basics.SectionalMotif method)
(autots.models.dnn.KerasRNN method)
(autots.models.dnn.Transformer method)
(autots.models.gluonts.GluonTS method)
(autots.models.greykite.Greykite method)
(autots.models.prophet.FBProphet method)
(autots.models.prophet.NeuralProphet method)
(autots.models.sklearn.ComponentAnalysis method)
(autots.models.sklearn.DatepartRegression method)
(autots.models.sklearn.MultivariateRegression method)
(autots.models.sklearn.RollingRegression method)
(autots.models.sklearn.UnivariateRegression method)
(autots.models.sklearn.WindowRegression method)
(autots.models.statsmodels.ARDL method)
(autots.models.statsmodels.ARIMA method)
(autots.models.statsmodels.DynamicFactor method)
(autots.models.statsmodels.DynamicFactorMQ method)
(autots.models.statsmodels.ETS method)
(autots.models.statsmodels.GLM method)
(autots.models.statsmodels.GLS method)
(autots.models.statsmodels.Theta method)
(autots.models.statsmodels.UnobservedComponents method)
(autots.models.statsmodels.VAR method)
(autots.models.statsmodels.VARMAX method)
(autots.models.statsmodels.VECM method)
(autots.models.tfp.TensorflowSTS method)
(autots.models.tfp.TFPRegression method)
(autots.models.tfp.TFPRegressor method)
(autots.tools.hierarchial.hierarchial method)
(autots.tools.shaping.NumericTransformer method)
(autots.tools.transform.CenterLastValue method)
(autots.tools.transform.ClipOutliers method)
(autots.tools.transform.CumSumTransformer method)
(autots.tools.transform.DatepartRegressionTransformer method)
(autots.tools.transform.Detrend method)
(autots.tools.transform.DifferencedTransformer method)
(autots.tools.transform.Discretize method)
(autots.tools.transform.EmptyTransformer method)
(autots.tools.transform.FastICA method)
(autots.tools.transform.GeneralTransformer method)
(autots.tools.transform.IntermittentOccurrence method)
(autots.tools.transform.PCA method)
(autots.tools.transform.PctChangeTransformer method)
(autots.tools.transform.PositiveShift method)
(autots.tools.transform.RollingMeanTransformer method)
(autots.tools.transform.Round method)
(autots.tools.transform.ScipyFilter method)
(autots.tools.transform.SeasonalDifference method)
(autots.tools.transform.SinTrend method)
(autots.tools.transform.Slice method)
fit_sin() (autots.tools.transform.SinTrend method)
fit_transform() (autots.GeneralTransformer method)
(autots.tools.shaping.NumericTransformer method)
(autots.tools.transform.CenterLastValue method)
(autots.tools.transform.ClipOutliers method)
(autots.tools.transform.CumSumTransformer method)
(autots.tools.transform.DatepartRegressionTransformer method)
(autots.tools.transform.Detrend method)
(autots.tools.transform.DifferencedTransformer method)
(autots.tools.transform.Discretize method)
(autots.tools.transform.EmptyTransformer method)
(autots.tools.transform.EWMAFilter method)
(autots.tools.transform.FastICA method)
(autots.tools.transform.GeneralTransformer method)
(autots.tools.transform.HPFilter method)
(autots.tools.transform.IntermittentOccurrence method)
(autots.tools.transform.PCA method)
(autots.tools.transform.PctChangeTransformer method)
(autots.tools.transform.PositiveShift method)
(autots.tools.transform.RollingMeanTransformer method)
(autots.tools.transform.Round method)
(autots.tools.transform.ScipyFilter method)
(autots.tools.transform.SeasonalDifference method)
(autots.tools.transform.SinTrend method)
(autots.tools.transform.Slice method)
(autots.tools.transform.StatsmodelsFilter method)
(autots.tools.transform.STLFilter method)
forecast (autots.models.base.PredictionObject attribute)
full_mae_errors (autots.evaluator.auto_model.TemplateEvalObject attribute)
full_mae_ids (autots.evaluator.auto_model.TemplateEvalObject attribute)
G
general_template (in module autots.templates.general)
(in module autots.templates.general_old)
generalize_horizontal() (in module autots.models.ensemble)
GeneralTransformer (class in autots)
(class in autots.tools.transform)
generate_historic_risk_array() (autots.evaluator.event_forecasting.EventRiskForecast method)
(autots.evaluator.event_forecasting.EventRiskForecast static method)
(autots.EventRiskForecast method)
(autots.EventRiskForecast static method)
generate_mosaic_template() (in module autots.models.ensemble)
generate_regressor_params() (in module autots.models.sklearn)
generate_result_windows() (autots.evaluator.event_forecasting.EventRiskForecast method)
,
[1]
(autots.EventRiskForecast method)
,
[1]
generate_risk_array() (autots.evaluator.event_forecasting.EventRiskForecast method)
(autots.evaluator.event_forecasting.EventRiskForecast static method)
(autots.EventRiskForecast method)
(autots.EventRiskForecast static method)
generate_score() (in module autots.evaluator.auto_model)
generate_score_per_series() (in module autots.evaluator.auto_model)
get_fred_data() (in module autots.datasets.fred)
get_new_params() (autots.models.base.ModelObject method)
(autots.models.basics.AverageValueNaive method)
(autots.models.basics.ConstantNaive method)
(autots.models.basics.LastValueNaive method)
(autots.models.basics.Motif method)
(autots.models.basics.MotifSimulation method)
(autots.models.basics.NVAR method)
(autots.models.basics.SeasonalNaive method)
(autots.models.basics.SectionalMotif method)
(autots.models.gluonts.GluonTS method)
(autots.models.greykite.Greykite method)
(autots.models.prophet.FBProphet method)
(autots.models.prophet.NeuralProphet method)
(autots.models.sklearn.ComponentAnalysis method)
(autots.models.sklearn.DatepartRegression method)
(autots.models.sklearn.MultivariateRegression method)
(autots.models.sklearn.RollingRegression method)
(autots.models.sklearn.UnivariateRegression method)
(autots.models.sklearn.WindowRegression method)
(autots.models.statsmodels.ARDL method)
(autots.models.statsmodels.ARIMA method)
(autots.models.statsmodels.DynamicFactor method)
(autots.models.statsmodels.DynamicFactorMQ method)
(autots.models.statsmodels.ETS method)
(autots.models.statsmodels.GLM method)
(autots.models.statsmodels.GLS method)
(autots.models.statsmodels.Theta method)
(autots.models.statsmodels.UnobservedComponents method)
(autots.models.statsmodels.VAR method)
(autots.models.statsmodels.VARMAX method)
(autots.models.statsmodels.VECM method)
(autots.models.tfp.TensorflowSTS method)
(autots.models.tfp.TFPRegression method)
(autots.tools.transform.CenterLastValue static method)
(autots.tools.transform.ClipOutliers static method)
(autots.tools.transform.DatepartRegressionTransformer static method)
(autots.tools.transform.Detrend static method)
(autots.tools.transform.Discretize static method)
(autots.tools.transform.EmptyTransformer static method)
(autots.tools.transform.EWMAFilter static method)
(autots.tools.transform.FastICA static method)
(autots.tools.transform.HPFilter static method)
(autots.tools.transform.IntermittentOccurrence static method)
(autots.tools.transform.PCA static method)
(autots.tools.transform.RollingMeanTransformer static method)
(autots.tools.transform.Round static method)
(autots.tools.transform.ScipyFilter static method)
(autots.tools.transform.SeasonalDifference static method)
(autots.tools.transform.Slice static method)
(autots.tools.transform.STLFilter static method)
get_params() (autots.models.base.ModelObject method)
(autots.models.basics.AverageValueNaive method)
(autots.models.basics.ConstantNaive method)
(autots.models.basics.LastValueNaive method)
(autots.models.basics.Motif method)
(autots.models.basics.MotifSimulation method)
(autots.models.basics.NVAR method)
(autots.models.basics.SeasonalNaive method)
(autots.models.basics.SectionalMotif method)
(autots.models.gluonts.GluonTS method)
(autots.models.greykite.Greykite method)
(autots.models.prophet.FBProphet method)
(autots.models.prophet.NeuralProphet method)
(autots.models.sklearn.ComponentAnalysis method)
(autots.models.sklearn.DatepartRegression method)
(autots.models.sklearn.MultivariateRegression method)
(autots.models.sklearn.RollingRegression method)
(autots.models.sklearn.UnivariateRegression method)
(autots.models.sklearn.WindowRegression method)
(autots.models.statsmodels.ARDL method)
(autots.models.statsmodels.ARIMA method)
(autots.models.statsmodels.DynamicFactor method)
(autots.models.statsmodels.DynamicFactorMQ method)
(autots.models.statsmodels.ETS method)
(autots.models.statsmodels.GLM method)
(autots.models.statsmodels.GLS method)
(autots.models.statsmodels.Theta method)
(autots.models.statsmodels.UnobservedComponents method)
(autots.models.statsmodels.VAR method)
(autots.models.statsmodels.VARMAX method)
(autots.models.statsmodels.VECM method)
(autots.models.tfp.TensorflowSTS method)
(autots.models.tfp.TFPRegression method)
get_transformer_params() (in module autots.tools.transform)
GLM (class in autots.models.statsmodels)
glm_forecast_by_column() (in module autots.models.statsmodels)
GLS (class in autots.models.statsmodels)
GluonTS (class in autots.models.gluonts)
Greykite (class in autots.models.greykite)
H
HDistEnsemble() (in module autots.models.ensemble)
hierarchial (class in autots.tools.hierarchial)
historic_quantile() (in module autots.tools.probabilistic)
holiday_flag() (in module autots.tools.holiday)
horizontal_classifier() (in module autots.models.ensemble)
horizontal_template_to_model_list() (in module autots.evaluator.auto_model)
horizontal_to_df() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
HorizontalEnsemble() (in module autots.models.ensemble)
HorizontalTemplateGenerator() (in module autots.models.ensemble)
HPFilter (class in autots.tools.transform)
I
import_results() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
import_template() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
infer_frequency() (in module autots.tools.shaping)
inferred_normal() (in module autots.tools.probabilistic)
IntermittentOccurrence (class in autots.tools.transform)
inverse_transform() (autots.GeneralTransformer method)
(autots.tools.shaping.NumericTransformer method)
(autots.tools.transform.CenterLastValue method)
(autots.tools.transform.ClipOutliers method)
(autots.tools.transform.CumSumTransformer method)
(autots.tools.transform.DatepartRegressionTransformer method)
(autots.tools.transform.Detrend method)
(autots.tools.transform.DifferencedTransformer method)
(autots.tools.transform.Discretize method)
(autots.tools.transform.EmptyTransformer method)
(autots.tools.transform.FastICA method)
(autots.tools.transform.GeneralTransformer method)
(autots.tools.transform.IntermittentOccurrence method)
(autots.tools.transform.PCA method)
(autots.tools.transform.PctChangeTransformer method)
(autots.tools.transform.PositiveShift method)
(autots.tools.transform.RollingMeanTransformer method)
(autots.tools.transform.Round method)
(autots.tools.transform.ScipyFilter method)
(autots.tools.transform.SeasonalDifference method)
(autots.tools.transform.SinTrend method)
(autots.tools.transform.Slice method)
K
KerasRNN (class in autots.models.dnn)
L
last_window() (in module autots.tools.window_functions)
LastValueNaive (class in autots.models.basics)
list_failed_model_types() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
load_artificial() (in module autots)
(in module autots.datasets)
load_daily() (in module autots)
(in module autots.datasets)
load_hourly() (in module autots)
(in module autots.datasets)
load_linear() (in module autots)
(in module autots.datasets)
load_live_daily() (in module autots)
(in module autots.datasets)
load_monthly() (in module autots)
(in module autots.datasets)
load_sine() (in module autots.datasets)
load_weekdays() (in module autots)
(in module autots.datasets)
load_weekly() (in module autots)
(in module autots.datasets)
load_yearly() (in module autots)
(in module autots.datasets)
load_zeroes() (in module autots.datasets)
long_form_results() (autots.models.base.PredictionObject method)
,
[1]
long_to_wide() (in module autots)
(in module autots.tools.shaping)
looped_motif() (in module autots.models.basics)
lower_forecast (autots.models.base.PredictionObject attribute)
M
mae() (in module autots.evaluator.metrics)
mda() (in module autots.evaluator.metrics)
mean_absolute_differential_error() (in module autots.evaluator.metrics)
mean_absolute_error() (in module autots.evaluator.metrics)
medae() (in module autots.evaluator.metrics)
median_absolute_error() (in module autots.evaluator.metrics)
mlvb() (in module autots.evaluator.metrics)
model_forecast() (in module autots)
(in module autots.evaluator.auto_model)
model_name (autots.models.base.PredictionObject attribute)
model_parameters (autots.models.base.PredictionObject attribute)
model_results (autots.AutoTS.initial_results attribute)
(autots.evaluator.auto_ts.AutoTS.initial_results attribute)
ModelMonster() (in module autots.evaluator.auto_model)
ModelObject (class in autots.models.base)
ModelPrediction() (in module autots.evaluator.auto_model)
mosaic_classifier() (in module autots.models.ensemble)
mosaic_or_horizontal() (in module autots.models.ensemble)
mosaic_to_df() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
mosaic_to_horizontal() (in module autots.models.ensemble)
MosaicEnsemble() (in module autots.models.ensemble)
Motif (class in autots.models.basics)
MotifSimulation (class in autots.models.basics)
mqae() (in module autots.evaluator.metrics)
msle() (in module autots.evaluator.metrics)
MultivariateRegression (class in autots.models.sklearn)
N
nan_percentile() (in module autots.tools.percentile)
nan_quantile() (in module autots.tools.percentile)
NeuralProphet (class in autots.models.prophet)
NewGeneticTemplate() (in module autots.evaluator.auto_model)
NumericTransformer (class in autots.tools.shaping)
NVAR (class in autots.models.basics)
O
oda() (in module autots.evaluator.metrics)
P
parse_horizontal() (in module autots.models.ensemble)
PCA (class in autots.tools.transform)
PctChangeTransformer (class in autots.tools.transform)
percentileofscore_appliable() (in module autots.tools.probabilistic)
pinball_loss() (in module autots.evaluator.metrics)
plot() (autots.evaluator.event_forecasting.EventRiskForecast method)
,
[1]
(autots.EventRiskForecast method)
,
[1]
(autots.models.base.PredictionObject method)
,
[1]
plot_backforecast() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
plot_eval() (autots.evaluator.event_forecasting.EventRiskForecast method)
(autots.EventRiskForecast method)
plot_generation_loss() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
plot_horizontal() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
plot_horizontal_transformers() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
plot_per_series_smape() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
Point_to_Probability() (in module autots.tools.probabilistic)
PositiveShift (class in autots.tools.transform)
predict() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
(autots.evaluator.auto_ts.AutoTSIntervals method)
(autots.evaluator.event_forecasting.EventRiskForecast method)
,
[1]
(autots.EventRiskForecast method)
,
[1]
(autots.models.basics.AverageValueNaive method)
(autots.models.basics.ConstantNaive method)
(autots.models.basics.LastValueNaive method)
(autots.models.basics.Motif method)
(autots.models.basics.MotifSimulation method)
(autots.models.basics.NVAR method)
(autots.models.basics.SeasonalNaive method)
(autots.models.basics.SectionalMotif method)
(autots.models.dnn.KerasRNN method)
(autots.models.dnn.Transformer method)
(autots.models.gluonts.GluonTS method)
(autots.models.greykite.Greykite method)
(autots.models.prophet.FBProphet method)
(autots.models.prophet.NeuralProphet method)
(autots.models.sklearn.ComponentAnalysis method)
(autots.models.sklearn.DatepartRegression method)
(autots.models.sklearn.MultivariateRegression method)
(autots.models.sklearn.RollingRegression method)
(autots.models.sklearn.UnivariateRegression method)
(autots.models.sklearn.WindowRegression method)
(autots.models.statsmodels.ARDL method)
(autots.models.statsmodels.ARIMA method)
(autots.models.statsmodels.DynamicFactor method)
(autots.models.statsmodels.DynamicFactorMQ method)
(autots.models.statsmodels.ETS method)
(autots.models.statsmodels.GLM method)
(autots.models.statsmodels.GLS method)
(autots.models.statsmodels.Theta method)
(autots.models.statsmodels.UnobservedComponents method)
(autots.models.statsmodels.VAR method)
(autots.models.statsmodels.VARMAX method)
(autots.models.statsmodels.VECM method)
(autots.models.tfp.TensorflowSTS method)
(autots.models.tfp.TFPRegression method)
(autots.models.tfp.TFPRegressor method)
predict_historic() (autots.evaluator.event_forecasting.EventRiskForecast method)
,
[1]
(autots.EventRiskForecast method)
,
[1]
predict_reservoir() (in module autots.models.basics)
PredictionObject (class in autots.models.base)
Q
qae() (in module autots.evaluator.metrics)
query_holidays() (in module autots.tools.holiday)
R
RandomTemplate() (in module autots.evaluator.auto_model)
RandomTransform() (in module autots)
(in module autots.tools.transform)
reconcile() (autots.tools.hierarchial.hierarchial method)
regression_check (autots.AutoTS attribute)
(autots.evaluator.auto_ts.AutoTS attribute)
remove_leading_zeros() (in module autots.evaluator.auto_model)
remove_outliers() (in module autots.tools.transform)
results() (autots.AutoTS method)
(autots.evaluator.auto_ts.AutoTS method)
retrieve_closest_indices() (in module autots.tools.window_functions)
retrieve_regressor() (in module autots.models.sklearn)
retrieve_transformer() (autots.GeneralTransformer class method)
(autots.tools.transform.GeneralTransformer class method)
rmse() (in module autots.evaluator.metrics)
rolling_mean() (in module autots.tools.impute)
rolling_window_view() (in module autots.tools.window_functions)
rolling_x_regressor() (in module autots.models.sklearn)
rolling_x_regressor_regressor() (in module autots.models.sklearn)
RollingMeanTransformer (class in autots.tools.transform)
RollingRegression (class in autots.models.sklearn)
root_mean_square_error() (in module autots.evaluator.metrics)
Round (class in autots.tools.transform)
rps() (in module autots.evaluator.metrics)
run() (autots.evaluator.benchmark.Benchmark method)
S
save() (autots.evaluator.auto_model.TemplateEvalObject method)
scaled_pinball_loss() (in module autots.evaluator.metrics)
ScipyFilter (class in autots.tools.transform)
score_per_series (autots.AutoTS attribute)
(autots.evaluator.auto_ts.AutoTS attribute)
seasonal_int() (in module autots.tools.seasonal)
SeasonalDifference (class in autots.tools.transform)
SeasonalNaive (class in autots.models.basics)
SectionalMotif (class in autots.models.basics)
seek_the_oracle() (in module autots.models.greykite)
set_limit() (autots.evaluator.event_forecasting.EventRiskForecast method)
(autots.evaluator.event_forecasting.EventRiskForecast static method)
(autots.EventRiskForecast method)
(autots.EventRiskForecast static method)
set_limit_forecast() (in module autots.evaluator.event_forecasting)
set_limit_forecast_historic() (in module autots.evaluator.event_forecasting)
simple_context_slicer() (in module autots.tools.transform)
simple_train_test_split() (in module autots.tools.shaping)
SinTrend (class in autots.tools.transform)
Slice (class in autots.tools.transform)
sliding_window_view() (in module autots.tools.window_functions)
smape() (in module autots.evaluator.metrics)
spl() (in module autots.evaluator.metrics)
StatsmodelsFilter (class in autots.tools.transform)
STLFilter (class in autots.tools.transform)
subset_series() (in module autots.tools.shaping)
summarize_series() (in module autots.models.ensemble)
symmetric_mean_absolute_percentage_error() (in module autots.evaluator.metrics)
T
TemplateEvalObject (class in autots.evaluator.auto_model)
TemplateWizard() (in module autots.evaluator.auto_model)
TensorflowSTS (class in autots.models.tfp)
TFPRegression (class in autots.models.tfp)
TFPRegressor (class in autots.models.tfp)
Theta (class in autots.models.statsmodels)
total_runtime() (autots.models.base.PredictionObject method)
,
[1]
trans_dict_recomb() (in module autots.evaluator.auto_model)
transform() (autots.GeneralTransformer method)
(autots.tools.hierarchial.hierarchial method)
(autots.tools.shaping.NumericTransformer method)
(autots.tools.transform.CenterLastValue method)
(autots.tools.transform.ClipOutliers method)
(autots.tools.transform.CumSumTransformer method)
(autots.tools.transform.DatepartRegressionTransformer method)
(autots.tools.transform.Detrend method)
(autots.tools.transform.DifferencedTransformer method)
(autots.tools.transform.Discretize method)
(autots.tools.transform.EmptyTransformer method)
(autots.tools.transform.EWMAFilter method)
(autots.tools.transform.FastICA method)
(autots.tools.transform.GeneralTransformer method)
(autots.tools.transform.HPFilter method)
(autots.tools.transform.IntermittentOccurrence method)
(autots.tools.transform.PCA method)
(autots.tools.transform.PctChangeTransformer method)
(autots.tools.transform.PositiveShift method)
(autots.tools.transform.RollingMeanTransformer method)
(autots.tools.transform.Round method)
(autots.tools.transform.ScipyFilter method)
(autots.tools.transform.SeasonalDifference method)
(autots.tools.transform.SinTrend method)
(autots.tools.transform.Slice method)
(autots.tools.transform.StatsmodelsFilter method)
(autots.tools.transform.STLFilter method)
transformation_parameters (autots.models.base.PredictionObject attribute)
Transformer (class in autots.models.dnn)
transformer_build_model() (in module autots.models.dnn)
transformer_encoder() (in module autots.models.dnn)
transformer_list_to_dict() (in module autots.tools.transform)
TransformTS (in module autots)
U
UniqueTemplates() (in module autots.evaluator.auto_model)
UnivariateRegression (class in autots.models.sklearn)
UnobservedComponents (class in autots.models.statsmodels)
unpack_ensemble_models() (in module autots.evaluator.auto_model)
upper_forecast (autots.models.base.PredictionObject attribute)
V
validation_aggregation() (in module autots.evaluator.auto_model)
VAR (class in autots.models.statsmodels)
Variable_Point_to_Probability() (in module autots.tools.probabilistic)
VARMAX (class in autots.models.statsmodels)
VECM (class in autots.models.statsmodels)
W
window_id_maker() (in module autots.tools.window_functions)
window_maker() (in module autots.tools.window_functions)
window_maker_2() (in module autots.tools.window_functions)
window_maker_3() (in module autots.tools.window_functions)
WindowRegression (class in autots.models.sklearn)
Z
ZeroesNaive (in module autots.models.basics)
Automated Forecasting
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