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Implementation of mlx.random.multivariate_normal (#502) (#877)

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* Implementation of mlx.random.multivariate_normal (#502)

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Updated typo in docstring

* Restricted multivariate_normal to  float32

* Generic mean and variance shapes

* Review edits

* Update mlx/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Test for ndim of mean and cov

* nits

* smaller size for test

* fix broadcasted sampling

---------

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
This commit is contained in:
Luca Arnaboldi
2024-04-09 22:50:12 +02:00
committed by GitHub
parent a1a31eed27
commit fffe072028
6 changed files with 270 additions and 1 deletions
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docs/src/python/random.rst
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@@ -38,6 +38,7 @@ we use a splittable version of Threefry, which is a counter-based PRNG.
gumbel
key
normal
multivariate_normal
randint
seed
split