Angelos Katharopoulos
130df35e1b
Add random normal distribution for complex numbers ( #2182 )
2025-05-13 22:43:45 -07:00
hdeng-apple
167b759a38
Fix typos ( #2136 )
2025-04-29 07:26:05 -07:00
Stephen Panaro
90823d2938
Add missing funcs to docs ( #2021 )
2025-03-30 18:29:33 -07:00
David Wisdom
392b3060b0
Fix typo in randint docstring ( #1932 )
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This commit fixes a typo in the docstring for mlx.core.random.randint() by changing "roadcastable" to "broadcastable".
2025-03-05 21:48:00 -08:00
Awni Hannun
e03f0372b1
More shape type ( #1705 )
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* more shape type
* fix
2024-12-19 08:08:20 -08:00
Cheng
0bf19037ca
Remove "using namespace mlx::core" in python/src ( #1689 )
2024-12-11 15:45:39 -08:00
Awni Hannun
29a620cab2
No reshapes in quantized embedding ( #1682 )
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* no reshapes in quantized embedding
* fix inadvertant cast
* add tol
2024-12-09 18:57:38 -08:00
Awni Hannun
9dd72cd421
fix gumbel ( #1495 )
2024-10-17 13:52:39 -07:00
Awni Hannun
e1c9600da3
Add mx.random.permutation ( #1471 )
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* random permutation
* comment
2024-10-08 19:42:19 -07:00
Awni Hannun
291cf40aca
Some fixes to typing ( #1371 )
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* some fixes to typing
* fix module reference
* comment
2024-08-28 11:16:19 -07:00
Awni Hannun
baf9fa5f42
Einsum ( #1269 )
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* einsum initial
* fix comma break
* sum axis was wrong
* small cleanups
* python binding
* changed bindings to resemble numpy
* remove todo comment
* comment changes
* add count of operands/inputs
* fail fast if operands list is empty
* ignore comma if no output
* einsum path matching numpy
* getting somewhere with path
* remove print
* it passes the first test
* moved einsum tests to seperate file
* seperated einsum path
* moved einsum naive
* remove space from equation
* fast fail if no operands passed
* update tests and remove printf
* small cleanup
* some more cleanups
* removed python helper file
* ack
* utilize std for finding min in vector
* duplicate def
* remove the tuple as it was unreadable
* moved einsum_naive back to ops
* remaining isn't needed
* avoid creating another set
* cleanup
* greedy path, start of naive einsum
* more einsum
* fix some bugs
* some more fixes, tests pass
* benchmark
* some simplify
* fix einsum and test
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
* add a bunch more tests and fix a bunch more bugs
* some docs nits
---------
Co-authored-by: dc-dc-dc <dgcruz983@gmail.com>
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-07-25 09:36:44 -07:00
fgranqvist
50eff6a10a
Implement sampling from laplace distribution. ( #1279 )
2024-07-24 15:15:37 +02:00
Luca Arnaboldi
fffe072028
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>
2024-04-09 13:50:12 -07:00
Awni Hannun
1e16331d9c
post nanobind docs fixes and some updates ( #889 )
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* post nanobind docs fixes and some updates
* one more doc nit
* fix for stubs and latex
2024-03-24 15:03:27 -07:00
Awni Hannun
9a8ee00246
Switch to nanobind ( #839 )
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* mostly builds
* most tests pass
* fix circle build
* add back buffer protocol
* includes
* fix for py38
* limit to cpu device
* include
* fix stubs
* move signatures for docs
* stubgen + docs fix
* doc for compiled function, comments
2024-03-18 20:12:25 -07:00
Awni Hannun
ccf1645995
Custom primitive + RoPE fat op ( #676 )
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* extensions start
* rope custom op
* fix build
* docs + rope benchmark
* fix test
* Add a Metal kernel for RoPE
* Fix position of traditional
* transform tests
* Move rope computation to float and fix tests
* Fix the test and a typo
* change to fast
* fix no metal build
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-02-14 14:04:25 -08:00
Awni Hannun
1b97b2958b
Compile with capture ( #629 )
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* Simple kernel generation
* Remove the generate kernel from graph_utils
* fix multi-output with compile
* fuse with stopgrad
* v1 input, output capture in compile
* cleanup tree update with visitor update
* nit
* remove todo
* state for model, optional explicit init and more pure optimizer steps
* move learning rate to state
* add lr to opt state, some fixes in capture
* fix optim
* update tuple of containers as well
* fix stream for compiled output
* rng state for compile
* nit
* updates and comments
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-02-07 17:29:22 -08:00
Noah Farr
5fd11c347d
Add loc and scale to random.normal ( #638 )
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* Add loc and scale to random.normal
* Add tests for loc and scale for random.normal
* Run pre-commit hooks
* Fix code review
2024-02-07 11:49:59 -08:00
Daniel Strobusch
dfdb284e16
make behaviour of dtype arguments consistent and compliant to numpy ( #379 )
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All functions that take an optional dtype should
* have a default dtype visible in the generated docs (accomplished via `"dtype"_a = std::optional{float32}`)
* behave identical when `dtype=None` or no dtype is passed
This important when passing kw args down from a numpy function like:
```
def f(x, dtype=None):
mx.random.uniform(dtype=dtype)
# ...
```
NumPy functions behave like this.
It also fixes a minor bug in `tri`: #378
Closes #378
2024-01-05 09:37:46 -08:00
Josh Soref
44c1ce5e6a
Spelling ( #342 )
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* spelling: accumulates
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* spelling: across
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* spelling: partially
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* spelling: partition
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* spelling: perform
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* spelling: perturbations
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* spelling: positively
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* spelling: result
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* spelling: skipping
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* spelling: transpose
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* spelling: unnecessary
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* spelling: unsupported
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---------
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
2024-01-01 21:08:17 -08:00
Awni Hannun
46a39e5b1f
copyright + ack
2023-11-30 11:12:53 -08:00
Awni Hannun
8ca7f9e8e9
awni's commit files
2023-11-29 10:30:41 -08:00
