Statistics & Binning

Statistics & Binning#

Statistical tools and binning containers.

Descriptive Statistics#

DescriptiveStatistics(values[, weights, ...])

Univariate descriptive statistics.

Binning Containers#

Binning1D(x[, range, dtype])

Create a 1D binning for grouping values into bins on a vector.

Binning1DFloat32(self, x[, range])

Create a 1D binning for grouping values into bins on a vector.

Binning1DFloat64(self, x[, range])

Create a 1D binning for grouping values into bins on a vector.

Binning2D(x, y[, spheroid, dtype])

Create a 2D binning for grouping values into bins on a grid.

Binning2DFloat32(self, x, y[, spheroid])

Create a 2D binning for grouping values into bins on a grid.

Binning2DFloat64(self, x, y[, spheroid])

Create a 2D binning for grouping values into bins on a grid.

Histograms#

Histogram2D(x, y[, compression, dtype])

Create a 2D histogram for binning continuous values into a grid using TDigest.

Histogram2DFloat32(self, x, y[, compression])

Create a 2D histogram for binning continuous values into a grid using TDigest.

Histogram2DFloat64(self, x, y[, compression])

Create a 2D histogram for binning continuous values into a grid using TDigest.
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