Index

_

__add__() (pycast.common.timeseries.TimeSeries method) __call__() (pycast.common.profileme._ProfileDecorator method) __copy__() (pycast.common.timeseries.TimeSeries method) __eq__() (pycast.common.timeseries.TimeSeries method) __getitem__() (pycast.common.timeseries.TimeSeries method) __init__() (pycast.common.profileme._ProfileDecorator method) (pycast.common.timeseries.TimeSeries method) (pycast.errors.baseerrormeasure.BaseErrorMeasure method) (pycast.methods.basemethod.BaseForecastingMethod method) (pycast.methods.basemethod.BaseMethod method) (pycast.methods.exponentialsmoothing.ExponentialSmoothing method) (pycast.methods.exponentialsmoothing.HoltMethod method) (pycast.methods.exponentialsmoothing.HoltWintersMethod method) (pycast.methods.simplemovingaverage.SimpleMovingAverage method) (pycast.optimization.baseoptimizationmethod.BaseOptimizationMethod method) __iter__() (pycast.common.timeseries.TimeSeries method) __len__() (pycast.common.timeseries.TimeSeries method) __ne__() (pycast.common.timeseries.TimeSeries method) __setitem__() (pycast.common.timeseries.TimeSeries method) __str__() (pycast.common.timeseries.TimeSeries method)

_calculate() (pycast.errors.baseerrormeasure.BaseErrorMeasure method) (pycast.errors.geometricmeanabsolutepercentageerror.GeometricMeanAbsolutePercentageError method) (pycast.errors.meanabsolutedeviationerror.MeanAbsoluteDeviationError method) (pycast.errors.meanabsolutepercentageerror.MeanAbsolutePercentageError method) (pycast.errors.meansquarederror.MeanSquaredError method) (pycast.errors.medianabsolutepercentageerror.MedianAbsolutePercentageError method) (pycast.errors.symmetricmeanabsolutepercentageerror.SymmetricMeanAbsolutePercentageError method) _calculate_values_to_forecast() (pycast.methods.basemethod.BaseForecastingMethod method) _check_normalization() (pycast.common.timeseries.TimeSeries method) _generate_next_parameter_value() (pycast.optimization.gridsearch.GridSearch method) _get_error_values() (pycast.errors.baseerrormeasure.BaseErrorMeasure method) _get_parameter_intervals() (pycast.methods.basemethod.BaseMethod method) (pycast.methods.exponentialsmoothing.ExponentialSmoothing method) (pycast.methods.exponentialsmoothing.HoltMethod method) (pycast.methods.exponentialsmoothing.HoltWintersMethod method) (pycast.methods.simplemovingaverage.SimpleMovingAverage method) _get_value_error_message_for_invalid_prarameter() (pycast.methods.basemethod.BaseMethod method) _in_valid_interval() (pycast.methods.basemethod.BaseMethod method) _interval_definitions (pycast.methods.basemethod.BaseMethod attribute) _ProfileDecorator (class in pycast.common.profileme)

A

add_entry() (pycast.common.timeseries.TimeSeries method)

apply() (pycast.common.timeseries.TimeSeries method)

B

BaseErrorMeasure (class in pycast.errors.baseerrormeasure) BaseForecastingMethod (class in pycast.methods.basemethod)

BaseMethod (class in pycast.methods.basemethod) BaseOptimizationMethod (class in pycast.optimization.baseoptimizationmethod)

C

can_be_executed() (pycast.methods.basemethod.BaseMethod method) computeA() (pycast.methods.exponentialsmoothing.HoltWintersMethod method) confidence_interval() (pycast.errors.baseerrormeasure.BaseErrorMeasure method)

convert_epoch_to_timestamp() (pycast.common.timeseries.TimeSeries class method) convert_timestamp_to_epoch() (pycast.common.timeseries.TimeSeries class method)

E

execute() (pycast.methods.basemethod.BaseMethod method) (pycast.methods.exponentialsmoothing.ExponentialSmoothing method) (pycast.methods.exponentialsmoothing.HoltMethod method) (pycast.methods.exponentialsmoothing.HoltWintersMethod method) (pycast.methods.simplemovingaverage.SimpleMovingAverage method)

ExponentialSmoothing (class in pycast.methods.exponentialsmoothing)

F

forecast_until() (pycast.methods.basemethod.BaseForecastingMethod method)

from_twodim_list() (pycast.common.timeseries.TimeSeries class method)

G

GeometricMeanAbsolutePercentageError (class in pycast.errors.geometricmeanabsolutepercentageerror) get_error() (pycast.errors.baseerrormeasure.BaseErrorMeasure method) get_interval() (pycast.methods.basemethod.BaseMethod method) get_optimizable_parameters() (pycast.methods.basemethod.BaseForecastingMethod method)

get_parameter() (pycast.methods.basemethod.BaseMethod method) get_required_parameters() (pycast.methods.basemethod.BaseMethod method) GridSearch (class in pycast.optimization.gridsearch)

H

has_to_be_normalized() (pycast.methods.basemethod.BaseMethod method) has_to_be_sorted() (pycast.methods.basemethod.BaseMethod method)

HoltMethod (class in pycast.methods.exponentialsmoothing) HoltWintersMethod (class in pycast.methods.exponentialsmoothing)

I

initialize() (pycast.errors.baseerrormeasure.BaseErrorMeasure method) initialize_from_sql_cursor() (pycast.common.timeseries.TimeSeries method) initialTrendSmoothingFactors() (pycast.methods.exponentialsmoothing.HoltWintersMethod method)

initSeasonFactors() (pycast.methods.exponentialsmoothing.HoltWintersMethod method) is_normalized() (pycast.common.timeseries.TimeSeries method) is_sorted() (pycast.common.timeseries.TimeSeries method)

L

linear_interpolation() (in module pycast.common.helper)

local_error() (pycast.errors.baseerrormeasure.BaseErrorMeasure method) (pycast.errors.meanabsolutedeviationerror.MeanAbsoluteDeviationError method) (pycast.errors.meanabsolutepercentageerror.MeanAbsolutePercentageError method) (pycast.errors.meansquarederror.MeanSquaredError method) (pycast.errors.symmetricmeanabsolutepercentageerror.SymmetricMeanAbsolutePercentageError method)

M

MeanAbsoluteDeviationError (class in pycast.errors.meanabsolutedeviationerror) MeanAbsolutePercentageError (class in pycast.errors.meanabsolutepercentageerror)

MeanSquaredError (class in pycast.errors.meansquarederror) MedianAbsolutePercentageError (class in pycast.errors.medianabsolutepercentageerror)

N

normalize() (pycast.common.timeseries.TimeSeries method)

O

optimization_loop() (pycast.optimization.gridsearch.GridSearch method) optimize() (pycast.optimization.baseoptimizationmethod.BaseOptimizationMethod method) (pycast.optimization.gridsearch.GridSearch method)

optimize_forecasting_method() (pycast.optimization.gridsearch.GridSearch method)

P

profileMe (in module pycast.common.profileme) pycast.common.helper (module)

pycast.common.profileme (module)

S

sample() (pycast.common.timeseries.TimeSeries method) set_parameter() (pycast.methods.basemethod.BaseForecastingMethod method) (pycast.methods.basemethod.BaseMethod method) set_timeformat() (pycast.common.timeseries.TimeSeries method) SimpleMovingAverage (class in pycast.methods.simplemovingaverage)

sort_timeseries() (pycast.common.timeseries.TimeSeries method) sorted_timeseries() (pycast.common.timeseries.TimeSeries method) SymmetricMeanAbsolutePercentageError (class in pycast.errors.symmetricmeanabsolutepercentageerror)

T

TimeSeries (class in pycast.common.timeseries) to_gnuplot_datafile() (pycast.common.timeseries.TimeSeries method)

to_twodim_list() (pycast.common.timeseries.TimeSeries method)