Crate ndarray_stats
source ·Expand description
The ndarray-stats
crate exposes statistical routines for ArrayBase
,
the n-dimensional array data structure provided by ndarray
.
Currently available routines include:
order statistics
(minimum, maximum, quantiles, etc.);partitioning
;correlation analysis
(covariance, pearson correlation);histogram computation
.
Please feel free to contribute new functionality! A roadmap can be found here
.
Our work is inspired by other existing statistical packages such as
NumPy
(Python) and StatsBase.jl
(Julia) - any contribution bringing us closer to
feature parity is more than welcome!
Modules
Histogram functionalities.
Interpolation strategies.
Traits
Extension trait for
ArrayBase
providing functions
to compute different correlation measures.Extension trait for
ArrayBase
providing methods to compute histograms.A number type that can have not-a-number values.
Extension trait for
ArrayBase
providing NaN-related functionality.Quantile methods for 1-D arrays.
Quantile methods for
ArrayBase
.Methods for sorting and partitioning 1-D arrays.