as_iterables

This function converts an object into a list of iterables, where each
iterable is a list of elements. The function is generic and can be
extended for different classes.

internal

Perform tensor operations using a concise yet expressive syntax inspired by the Python library of the same name.
Reshape, rearrange, and combine multidimensional arrays for scientific computing, machine learning, and data analysis.
Einops simplifies complex manipulations, making code more maintainable and intuitive.
The original implementation is demonstrated in Rogozhnikov (2022) <https://openreview.net/forum?id=oapKSVM2bcj>.

Qile Yang

einops

Flexible, Powerful, and Readable Tensor Operations

as_iterables function

<dl><dt>x</dt>
<dd>the input object to be converted</dd>
<dt>...</dt>
<dd>additional arguments (not used)</dd></dl>

Arguments

This method converts an <code>AxisNames</code> object into a list of iterables.
Each element in the <code>AxisNames</code> is processed to extract its name or
constant value. If the element is a <code>ConstantAstNode</code> with a count of
1, it is converted to an empty list. Otherwise, it is wrapped in
a list. If the element is a <code>NamedAxisAstNode</code>, its name is extracted.
Regular AxisNames that are nested will be unclassed

AxisNames

Convert an object to a list of iterables (lists) — as_iterables

<dl>

<dt>x</dt>
<dd>the input object to be converted</dd>


<dt>...</dt>
<dd>additional arguments (not used)</dd>

</dl>

This method converts an <code>AxisNames</code> object into a list of iterables.
Each element in the <code>AxisNames</code> is processed to extract its name or
constant value. If the element is a <code>ConstantAstNode</code> with a count of
1, it is converted to an empty list. Otherwise, it is wrapped in
a list. If the element is a <code>NamedAxisAstNode</code>, its name is extracted.
Regular AxisNames that are nested will be unclassed

as_iterables: Convert an object to a list of iterables (lists)

Description

Usage

Value

Arguments

AxisNames