Index

A

ADFWrapper (class in pyamr.core.stats.adfuller) antimicrobial_spectrum_activity_index() (in module pyamr.core.asai) approximated_sigmoid() (pyamr.metrics.weights.SigmoidA method) ARIMAWrapper (class in pyamr.core.regression.arima) as_summary() (pyamr.core.regression.arima.ARIMAWrapper method) (pyamr.core.regression.sarimax.SARIMAXWrapper method) (pyamr.core.regression.theilsens.TheilSensWrapper method) (pyamr.core.regression.wls.WLSWrapper method) (pyamr.core.stats.adfuller.ADFWrapper method) (pyamr.core.stats.correlation.CorrelationWrapper method) (pyamr.core.stats.kendall.KendallWrapper method) (pyamr.core.stats.stationarity.StationarityWrapper method)

ASAI (class in pyamr.core.asai) asai() (in module pyamr.core.asai) ASAI_old (class in pyamr.core.asai) auto() (pyamr.core.regression.arima.ARIMAWrapper method) (pyamr.core.regression.sarimax.SARIMAXWrapper method)

C

compute() (pyamr.core.asai.ASAI method) (pyamr.core.asai.ASAI_old method) (pyamr.core.mari.MARI method) (pyamr.core.sari.SARI method) (pyamr.core.sart.SART method) compute_v1() (pyamr.core.mari.MARI method)

compute_v2() (pyamr.core.mari.MARI method) compute_v3() (pyamr.core.mari.MARI method) compute_v4() (pyamr.core.mari.MARI method) conf_int_forecast() (pyamr.core.regression.arima.ARIMAWrapper method) CorrelationWrapper (class in pyamr.core.stats.correlation) create_mapper() (in module pyamr.utils.plot)

E

evaluate() (pyamr.core.regression.arima.ARIMAWrapper method) (pyamr.core.regression.sarimax.SARIMAXWrapper method) (pyamr.core.regression.wls.WLSWrapper method) (pyamr.core.stats.adfuller.ADFWrapper method) (pyamr.core.stats.correlation.CorrelationWrapper method) (pyamr.core.stats.kendall.KendallWrapper method) (pyamr.core.stats.stationarity.StationarityWrapper method)

F

fit() (pyamr.core.regression.theilsens.TheilSensWrapper method) (pyamr.core.regression.wls.WLSWrapper method) (pyamr.core.stats.correlation.CorrelationWrapper method) (pyamr.core.stats.stationarity.StationarityWrapper method)

G

get_category_colors() (in module pyamr.utils.plot) get_prediction() (pyamr.core.regression.arima.ARIMAWrapper method) (pyamr.core.regression.sarimax.SARIMAXWrapper method) (pyamr.core.regression.theilsens.TheilSensWrapper method) (pyamr.core.regression.wls.WLSWrapper method)

grouping() (pyamr.core.mari.MARI method) (pyamr.core.sari.SARI method)

H

hlinebgplot() (in module pyamr.utils.plot)

I

is_stationary() (pyamr.core.stats.adfuller.ADFWrapper method)

K

kendall() (in module pyamr.core.stats.kendall)

KendallWrapper (class in pyamr.core.stats.kendall)

L

line() (pyamr.core.regression.wls.WLSWrapper method)

load() (pyamr.core.regression.sarimax.SARIMAXWrapper method)

M

MARI (class in pyamr.core.mari) MidpointNormalize (class in pyamr.utils.plot) module pyamr.core.asai pyamr.core.mari pyamr.core.regression.arima pyamr.core.regression.sarimax pyamr.core.regression.theilsens pyamr.core.regression.wls pyamr.core.sari pyamr.core.sart pyamr.core.stats.adfuller pyamr.core.stats.correlation pyamr.core.stats.kendall pyamr.core.stats.stationarity pyamr.metrics.scores pyamr.metrics.weights pyamr.utils.plot

P

plot_sns_clustermap() (in module pyamr.utils.plot) plot_sns_heatmap() (in module pyamr.utils.plot) plot_sns_relmap() (in module pyamr.utils.plot) plot_spectrum() (in module pyamr.utils.plot) plot_timeseries() (in module pyamr.utils.plot) pred_int() (pyamr.core.regression.wls.WLSWrapper method) PredictionResult (class in pyamr.core.regression.wls) pyamr.core.asai module pyamr.core.mari module pyamr.core.regression.arima module pyamr.core.regression.sarimax module pyamr.core.regression.theilsens module pyamr.core.regression.wls module

pyamr.core.sari module pyamr.core.sart module pyamr.core.stats.adfuller module pyamr.core.stats.correlation module pyamr.core.stats.kendall module pyamr.core.stats.stationarity module pyamr.metrics.scores module pyamr.metrics.weights module pyamr.utils.plot module

R

rolling() (pyamr.core.mari.MARI method) (pyamr.core.sari.SARI method)

S

SARI (class in pyamr.core.sari) sari() (in module pyamr.core.sari) SARIMAXWrapper (class in pyamr.core.regression.sarimax) SART (class in pyamr.core.sart)

save() (pyamr.core.regression.sarimax.SARIMAXWrapper method) scalar_colormap() (in module pyamr.utils.plot) SigmoidA (class in pyamr.metrics.weights) stationarity() (pyamr.core.stats.adfuller.ADFWrapper method) StationarityWrapper (class in pyamr.core.stats.stationarity)

T

TheilSensWrapper (class in pyamr.core.regression.theilsens) threshold() (pyamr.metrics.weights.SigmoidA method)

trend_direction() (pyamr.core.stats.kendall.KendallWrapper method) trend_exists() (pyamr.core.stats.kendall.KendallWrapper method)

V

vlinebgplot() (in module pyamr.utils.plot)

W

weights() (pyamr.metrics.weights.SigmoidA method) weights_percentile() (pyamr.metrics.weights.SigmoidA method)

weights_standard() (pyamr.metrics.weights.SigmoidA method) WLSWrapper (class in pyamr.core.regression.wls)