Data Collection

class cimba.DataSummary

Single-pass unweighted summary of sample moments.

add(value)

reset()

merge(other)

count

min

max

mean

variance

stddev

skewness

kurtosis

close()

class cimba.WeightedSummary

Single-pass weighted summary of sample moments.

add(value, weight=1.0)

reset()

merge(other)

count

weight_sum

min

max

mean

variance

stddev

skewness

kurtosis

close()

class cimba.Dataset

Resizable collection of unweighted float samples.

add(value)

values()

summary()

reset()

copy()

merge(other)

sort()

acf(lags)

pacf(lags)

count

min

max

median

close()

class cimba.TimeSeries

Sequence of (time, value, weight) rows.

add(value, time)

finalize(time)

values()

summary()

reset()

copy()

sort_by_value()

sort_by_time()

acf(lags)

pacf(lags)

count

min

max

median

close()

See cimba.reporting for structured summaries, histograms, correlograms, and optional Matplotlib plots built from these data objects.