:py:mod:`did.nystrom`
=====================

.. py:module:: did.nystrom

.. autoapi-nested-parse::

   Implements generating Nystorm points (on a grid).



Module Contents
---------------


Functions
~~~~~~~~~

.. autoapisummary::

   did.nystrom.compute_nystrom_grid



.. py:function:: compute_nystrom_grid(n_per_dim: int, dims: int, min_value: float, max_value: float, dtype) -> torch.Tensor

   Generate Nystrom points grid in several dimensions.

   :Parameters: * **n_per_dim** (*int*) -- Number of Nyström points per dimension.
                * **dims** (*int*) -- Number of dimensions.
                * **min_value** (*float*) -- Lower bound for grid.
                * **max_value** (*float*) -- Upper bound for grid (with `np.linspace` conventions).
                * **dtype** (object that is understood by `dtype=dtype` in `torch`) -- Usually `torch.float32` or `torch.float64`.

   :returns:
   :rtype: torch.Tensor, Nystrom points grid