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104 Commits

Author SHA1 Message Date
Josh Soref
44c1ce5e6a Spelling (#342) 
* spelling: accumulates

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* spelling: across

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* spelling: array

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* spelling: at least

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* spelling: available

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* spelling: axes

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* spelling: basically

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* spelling: bfloat

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* spelling: bounds

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* spelling: broadcast

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* spelling: buffer

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* spelling: coefficients

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* spelling: combinations

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* spelling: committing

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* spelling: computation

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* spelling: consider

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* spelling: conversions

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* spelling: correctly

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* spelling: corresponding

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* spelling: declaration

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* spelling: default

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* spelling: dimensions

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* spelling: divided

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* spelling: element-wise

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* spelling: elements

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* spelling: endianness

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* spelling: equivalent

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* spelling: irregularly

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* spelling: memory

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* spelling: optional

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* spelling: otherwise

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* spelling: overridden

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* spelling: partition

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* spelling: repeat

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* spelling: repeats

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* spelling: result

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* spelling: transpose

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* spelling: unnecessary

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* spelling: unneeded

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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
Nripesh Niketan
e09bf35b28 feat: Add Dropout3d layer to nn.layers (#313) 
* feat: Add Dropout3d layer to nn.layers

* acknowledgement

* Add dropout tests to test_nn.py

* run pre-commit

* Add activation functions and dropout3d ops

* Add dropout tests for bfloat16 and float16
 2023-12-31 14:01:21 -08:00
Bahaa
ff2b58e299 Add support for repeat (#278) 
* add repeat function

* fix styling

* optimizing repeat

* fixed minor issues

* not sure why that folder is there xD

* fixed now for sure

* test repeat not repeat test

* Fixed

---------

Co-authored-by: Bahaa Eddin tabbakha <bahaa@Bahaas-MacBook-Pro.local>
 2023-12-27 13:11:38 -08:00
YUN, Junwoo
4417e37ede Transformer fix (#167) 
* add transformer with dropout, fix transformer ffm, layernorm order

* precommit changes

* precommit changes

* add docstring, activation, norm_first

* run precommit

* run precommit

* add doctstring

* precommit

* style nits in docs

---------

Co-authored-by: junwoo-yun <junwoo.yun@bagelcode.com>
Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-27 08:48:36 -08:00
Diogo
1f6ab6a556 Safetensor support (#215) 
Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-27 02:06:55 -08:00
Gabrijel Boduljak
6b0d30bb85 linalg.norm (#187) 
* 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>
 2023-12-26 19:42:04 -08:00
__mo_san__
a123c3c7d2 implement-batch-norm-layer (#217) 
- Add batch normalization layer

---------

Co-authored-by: Robert McCraith <mccraithrobert@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-25 07:32:53 -08:00
Nicholas Santavas
d35fa1db41 Add Hinge, Huber and LogCosh losses (#199) 2023-12-22 10:28:10 -08:00
Justin Deschenaux
e8deca84e0 Add dropout2d (#250) 2023-12-22 08:02:29 -08:00
Angelos Katharopoulos
8385f93cea Bumping the version (#256) 2023-12-21 18:33:14 -08:00
Angelos Katharopoulos
57fe918cf8 Adds C++ and nn quantization utilities (#230) 
* Add C++ de-/quantize ops
* Add quantize functions to the docs and tests
* Add a QuantizedLinear module
 2023-12-20 14:17:38 -08:00
Justin Deschenaux
4912ff3ec2 Add Lion optimizer (#209) 
* Add Lion optimizer
* Update acknowledgements also with past contributions
 2023-12-20 13:54:58 -08:00
Angelos Katharopoulos
2807c6aff0 Implements divide for integer types and adds floor_divide op (#228) 
* Add floor_divide
* Add floor_divide to the tests
* Add floor_divide to the docs
 2023-12-19 20:12:19 -08:00
Emircan Erol
e549f84532 Triplet Loss (#211) 
* Triplet Loss

* Requested Changes

* Margin to alpha
 2023-12-19 12:37:12 -08:00
Abe Leininger
e6872a4149 Added linspace (#181) 
* linspace ops support

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-18 19:57:55 -08:00
Angelos Katharopoulos
4d4af12c6f Adds round op and primitive (#203) 2023-12-18 11:32:48 -08:00
jojopuppet
18cca64c81 Add smoothed L1 loss and enhancements to cross entropy loss (#166) 
* Add smooth_l1_loss
* Add labels moothing for cross entropy loss

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-18 07:26:21 -08:00
Cyril Zakka, MD
8eb56beb3a Added clip function (#159) 
* Added clip

* Added Python bindings

* Formatting

* Added cpp tests

* Added Python tests

* python bindings work

* rebase

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-17 20:00:29 -08:00
Awni Hannun
ee0c2835c5 Docs updates (#198) 
Reorganize NN docs + a few other tidbits.
 2023-12-17 13:20:55 -08:00
__mo_san__
52e1589a52 implemented Flatten Module (#149) 
* implemented flatten op

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-16 21:54:37 -08:00
YUN, Junwoo
eebd7c275d Add optimizers (AdaMax, AdaDelta, RMSprop) and ordering optimizer classes (#142) 
* Add AdaMax, AdaDelta, RMSprop
 2023-12-16 21:43:15 -08:00
Austin Liu
a67bbfe745 Update docs (#177) (#190) 
* update docs (fix #177)

* reorder

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-16 06:52:18 -08:00
Diogo
dc2edc762c added tri / tril / triu (#170) 
* added tri / tril / triu

* fixed tests

* ctest tests

* tri overload and simplified tests

* changes from comment

* more tests for m

* ensure assert if not 2-D

* remove broadcast_to

* minor tweaks

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-15 17:30:34 -08:00
Víctor Aguilar
f24200db2c accross -> across (#183) 2023-12-15 13:46:50 -08:00
Jason
e28b57e371 Added mx.stack c++ frontend impl (#123) 
* stack C++ operation + python bindings
 2023-12-14 13:21:19 -08:00
Awni Hannun
e5851e52b1 Add move and swap axis, and vmap for slice, concat, and gather (#158) 
* add move and swap axis, and vmap for slice, concat, and gather
 2023-12-14 12:59:12 -08:00
Diogo
f55908bc48 Added stubs for python files generated from C++ (#136) 
* added pybind11-stubgen

* docs for generating stubs

* added line to readme
 2023-12-14 12:58:45 -08:00
Luca Arnaboldi
b93c4cf378 Floor and Ceil (#150) 
* Implements Floor and Ceil Ops
 2023-12-14 10:00:23 -08:00
Stv.X
1e0c78b970 Fixed typo in some proprietary terms. (#161) 2023-12-13 19:48:00 -08:00
Awni Hannun
76e1af0e02 bump version (#157) 2023-12-13 14:28:26 -08:00
noahsmartin
d14a0e4ff9 Docs update (#144) 2023-12-12 07:53:42 -08:00
Diogo
02de234ef0 Activations LeakyReLU / PReLU / Softplus / Mish (#109) 
* Leaky_relu / prelu / softplus / mish

* added tests

* updated bench

* remove torch refs, add init to PReLU

* added arvix reference to mish

* added missing docs
 2023-12-11 19:40:57 -08:00
Nicholas Santavas
f5df47ec6e Add Step, ELU, SELU, Swish activation functions (#117) 
* Add Step, ELU, SELU, Swish activation functions

This commit adds the Step, ELU, SELU and Swish activations functions

* add to the docs

* review
 2023-12-11 17:04:07 -08:00
Cyril Zakka, MD
e080290ba4 Added eye/identity ops (#119) 
`eye` and `identity` C++ and Python ops
 2023-12-11 12:38:17 -08:00
__mo_san__
f4ddd7dc44 Add Binary Cross Entropy loss (#122) 
* update BCE added tests for it ...

* added binary cross entropy loss to docs

* resolving conflicts for merge
 2023-12-11 07:55:18 -08:00
Enoch Kan
0b28399638 added mse_loss, nll_loss and kl_div_loss (#98) 
* added mse_loss, nll_loss and kl_div_loss

* fixed axis not defined error in nll_loss

* fixed axis not defined in kl_div_loss

* added tests for mse, nll and kl_div

* modified docstrings and added reduce helper func

* updated docstring in kl_div_loss and moved helper func

* added new kl divergence implementation

* added reduction to test

* updated docstring of kl_div_loss with correct spelling

* added losses to nn.rst in docs
 2023-12-09 14:25:03 -08:00
Awni Hannun
2520dbcf0a add losses to the docs, fix black failur (#92) 2023-12-09 06:06:52 -08:00
Awni Hannun
cfc39d84b7 Some docs on unified memory (#62) 
* doc on unified memory
 2023-12-07 19:42:24 -08:00
Awni Hannun
dfbc52ce56 Install docs + python versions (#53) 
* install + python versions

* add link in install docs

* add link
 2023-12-07 07:29:17 -08:00
Angelos Katharopoulos
43e336cff2 Bump the version (#47) 2023-12-07 06:40:55 -08:00
Diogo
d15dead35e add extra_require with libs for running tests (#36) 2023-12-06 12:21:48 -08:00
Awni Hannun
170e4b2d43 fix links (#32) 2023-12-06 08:12:06 -08:00
Jagrit Digani
2629cc8682 Install docs update (#29) 
* Add notes about MacOS version restrictions for mlx in install docs 
* Add notes about Xcode version requirements for building from source in install docs
* Let make detect the macosx sdk version being used 
* Throw error if trying to build metal kernels with macOS <= 13.4 
* Add metal-cpp for macOS 14.2
 2023-12-06 08:10:51 -08:00
Ikko Eltociear Ashimine
9f4cf2e0fe Update extensions.rst (#26) 
unecessary -> unnecessary
 2023-12-06 07:18:28 -08:00
Angelos Katharopoulos
07897a346d Bump the version (#8) 
* Bump the version
* Change the version in the docs as well
 2023-12-05 17:46:08 -08:00
Awni Hannun
49cda449b1 apple mlr (#7) 2023-12-05 14:10:59 -08:00
Awni Hannun
6449a8682a Doc theme (#5) 
* change docs theme + links + logo

* move mlx intro to landing page
 2023-12-05 12:08:05 -08:00
Awni Hannun
46a39e5b1f copyright + ack 2023-11-30 11:12:53 -08:00
Awni Hannun
a56e0888b8 nits 2023-11-29 16:36:43 -08:00
Awni Hannun
d1926c4752 Readme (#2) 
* readme wip

* more readme

* examples

* spell

* comments + nits
 2023-11-29 16:23:42 -08:00