zhangyiss/mlx
1
0
Fork 0
mirror of https://github.com/ml-explore/mlx.git synced 2025-09-10 13:07:29 +08:00
Code Issues Actions Packages Projects Releases Wiki Activity

linalg.norm (#187)

Browse Source 
* implemented vector_norm in cpp

added linalg to mlx

* implemented vector_norm python binding

* renamed vector_norm to norm, implemented norm without provided ord

* completed the implementation of the norm

* added tests

* removed unused import in linalg.cpp

* updated python bindings

* added some tests for python bindings

* handling inf, -inf as numpy does, more extensive tests of compatibility with numpy

* added better docs and examples

* refactored mlx.linalg.norm bindings

* reused existing util for implementation of linalg.norm

* more tests

* fixed a bug with no ord and axis provided

* removed unused imports

* some style and API consistency updates to linalg norm

* remove unused includes

* fix python tests

* fixed a bug with frobenius norm of a complex-valued matrix

* complex for vector too

---------

Co-authored-by: Awni Hannun <awni@apple.com>
This commit is contained in:
Gabrijel Boduljak
2023-12-27 04:42:04 +01:00
committed by GitHub
parent 447bc089b9
commit 6b0d30bb85
12 changed files with 780 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

1
docs/src/index.rst
View File

@@ -57,6 +57,7 @@ are the CPU and GPU.
python/random
python/transforms
python/fft
python/linalg
python/nn
python/optimizers
python/tree_utils

11
docs/src/python/linalg.rst Normal file
View File

@@ -0,0 +1,11 @@
.. _linalg:
Linear Algebra
==============
.. currentmodule:: mlx.core.linalg
.. autosummary::
:toctree: _autosummary
norm