Top level API (cmomy)

Public api for cmomy

Central Moments wrapper classes

CentralMoments(data, *[, mom_ndim, copy, ...])	Wrapper of numpy.ndarray based central moments data.
xCentralMoments(data, *[, mom_ndim, copy, ...])	Wrapper of xarray.DataArray based central moments data.

Concatenation

concat(arrays, *[, axis, dim])

Concatenate moments objects.

Reduction routines available at top level (from cmomy.reduction)

reduce_data(data, *, mom_ndim[, dim, axis, ...])	Reduce central moments array along axis.
reduce_data_grouped(data, *, mom_ndim, by[, ...])	Reduce data by group.
reduce_data_indexed(data, *, mom_ndim, ...)	Reduce data by index

Resampling routines available at top level (from cmomy.resample)

resample_data(data, *, mom_ndim, freq[, ...])	Resample data according to frequency table.
resample_vals(x, *y, mom, freq[, weight, ...])	Resample data according to frequency table.
random_freq(nrep, ndat[, nsamp, rng, replace])	Create frequencies for random resampling (bootstrapping).
random_indices(nrep, ndat[, nsamp, rng, replace])	Create indices for random resampling (bootstrapping).
randsamp_freq(*[, ndat, nrep, nsamp, ...])	Convenience function to create frequency table for resampling.
indices_to_freq(indices[, ndat])	Convert indices to frequency array.

Pre-loaded modules

random	Internal numpy.random.Generator (cmomy.random)
reduction	Routines to perform central moments reduction (reduction)
resample	Routine to perform resampling (cmomy.resample)
convert	Conversion routines (convert)