parse_einops_ast

In the python implementation, they preprocess all 1's
into () and then parse it into the equivalent of a
GroupAstNode. Here, we won't do that

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

parse_einops_ast function

<dl><dt>tokens</dt>
<dd>EinopsTokenSequence object from the lexer</dd></dl>

Arguments

Parse einops pattern into AST — parse_einops_ast

<dl>

<dt>tokens</dt>
<dd>EinopsTokenSequence object from the lexer</dd>

</dl>

parse_einops_ast: Parse einops pattern into AST

Description

Usage

Value

Arguments