mythos.utils.helpers
====================

.. py:module:: mythos.utils.helpers

.. autoapi-nested-parse::

   Helper functions for the mythos package.



Attributes
----------

.. autoapisummary::

   mythos.utils.helpers.ERR_BATCHED_N


Functions
---------

.. autoapisummary::

   mythos.utils.helpers.batched
   mythos.utils.helpers.tree_stack
   mythos.utils.helpers.tree_concatenate


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

.. py:data:: ERR_BATCHED_N
   :value: 'n must be at least one'


.. py:function:: batched(iterable: collections.abc.Iterable[Any], n: int) -> collections.abc.Iterable[Any]

   Batch an iterable into chunks of size n.

   :param iterable: iterable to batch
   :type iterable: iter[Any]
   :param n: batch size
   :type n: int

   :returns: batched iterable
   :rtype: iter[Any]


.. py:function:: tree_stack(trees: list[jaxtyping.PyTree]) -> jaxtyping.PyTree

   Stacks corresponding leaves of PyTrees into arrays along a new axis.


.. py:function:: tree_concatenate(trees: list[jaxtyping.PyTree]) -> jaxtyping.PyTree

   Concatenates corresponding leaves of PyTrees along the first axis.