generate_matrices_dataarray#
- xarray_einstats.tutorial.generate_matrices_dataarray(seed=None)[source]#
Generate a 4d DataArray representing a batch of matrices.
- Parameters:
- seed
int
or sequence ofint
, optional The random seed used to initialize
numpy.random.default_rng
.
- seed
Notes
This function is not part of the public API and is designed for use in our documentation. In addition to generating the data, it also sets
display_expand_data=False
to avoid taking too much virtual space with examples.Examples
The dataset generated is the following:
from xarray_einstats import tutorial tutorial.generate_matrices_dataarray(5)
<xarray.DataArray (batch: 10, experiment: 3, dim: 4, dim2: 4)> 1.987 0.7502 1.301 0.5294 0.03015 0.4339 ... 0.3335 0.1952 0.9349 0.02522 0.7594 Dimensions without coordinates: batch, experiment, dim, dim2