Diogo
02de234ef0
Activations LeakyReLU / PReLU / Softplus / Mish ( #109 )
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* 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 )
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* 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
Awni Hannun
69505b4e9b
fixes ( #131 )
2023-12-11 09:26:49 -08:00
__mo_san__
f4ddd7dc44
Add Binary Cross Entropy loss ( #122 )
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* 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
Jason
b0cd092b7f
Added activation functions: leaky_relu relu6 softplus elu celu logsigmoid ( #108 )
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* added leaky_relu relu6 softplus elu celu logsigmoid
* minor fixes for docstring and benchmark imports
* fixed elu implementation and added tests
* added tests for optional param, changed leaky_relu param to fit pytorch documentation
2023-12-10 16:31:38 -08:00
Awni Hannun
71d1fff90a
Bug fix in metal binary kernel dispatch for large arrays ( #125 )
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* bug fix
* format
2023-12-10 16:12:31 -08:00
Awni Hannun
2d0130f80f
fix loss tests ( #118 )
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* fix loss tests
* use none as default
2023-12-10 10:08:19 -08:00
__mo_san__
c1e1c1443f
Added Adagrad optimizer ( #102 )
2023-12-10 09:22:39 -08:00
Henry Ansah
68bf1d7867
add nn module for sigmoid activation ( #111 )
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* add nn module for sigmoid activation
* update .gitignore with .cache folder generated by jetbrains fleet ide
* remove .cache folder
2023-12-10 07:00:39 -08:00
Angelos Katharopoulos
600db7d754
Fix build on Xcode 14 ( #116 )
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* Fix build on Xcode 14
* Style fixes
2023-12-10 06:58:52 -08:00
__mo_san__
ef7b8756c0
Add tanh activation function ( #115 )
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* added Adagrad optimizer ...
* added Tanh activation function ...
* reformatted file ...
* remove unrelated stuff ...
* Update activations.py
2023-12-09 19:25:38 -08:00
Enoch Kan
0b28399638
added mse_loss, nll_loss and kl_div_loss ( #98 )
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* 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
Joe Barrow
ac6dc5d3eb
Adding optional bias param to MultiHeadAttention ( #104 )
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* Adding optional param to
* Run style-checker
2023-12-09 11:04:28 -08:00
Awni Hannun
2520dbcf0a
add losses to the docs, fix black failur ( #92 )
2023-12-09 06:06:52 -08:00
Abe Leininger
430bfb4944
Adds Nesterov momentum to SGD ( #87 )
2023-12-08 23:23:36 -08:00
Kai Ma
cb9e585b8e
Style fix for loss functions ( #91 )
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* MLE and L1 loss functions
* logsoftmax change and tests
* subtract max logit for numerical stability
* l1 name change
* cross entropy reduction + unit tests
* docstrings
* l1 test name change
* old loss impl + default none
* style
2023-12-08 21:11:56 -08:00
Kai Ma
641d316484
MLE and L1 loss functions ( #88 )
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* MLE and L1 loss functions
* logsoftmax change and tests
* subtract max logit for numerical stability
* l1 name change
* cross entropy reduction + unit tests
* docstrings
* l1 test name change
* old loss impl + default none
2023-12-08 20:21:37 -08:00
Joe Barrow
69a24e6a1e
AdamW implementation ( #72 )
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* AdamW implementation without bias correction
* Makes use of the underlying Adam implementation
2023-12-08 14:45:34 -08:00
Zach Schillaci
5b9be57ac3
Add isort pre-commit and run ( #68 )
2023-12-08 11:31:47 -08:00
Zach Schillaci
d11d77e581
Spelling fixes in transformer.py ( #59 )
2023-12-07 13:32:09 -08:00
rushyam
2e126aeb7e
Feature Addition: Encoder-Decoder Transformer Architecture ( #50 )
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* Implemented decoder-transformer-layer, decoder-transformer and introduce encoder-decoder transformer
* added relu layer
* add src, tgt, memory mask
---------
Co-authored-by: rushyam <rushyam@rushyams-MacBook-Air.local>
2023-12-07 07:37:36 -08:00
Jagrit Digani
2440fe0124
NPY loading segfault bug ( #34 )
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* Fixed Gil semantics in loading and saving from python file streams
2023-12-06 12:03:47 -08:00
Markus Enzweiler
2ffaee0c0d
Updated default argument for stride to 1 in Conv2d() in the docstring ( #22 )
2023-12-06 07:17:58 -08:00
Awni Hannun
db487e6b1a
format
2023-11-30 11:50:50 -08:00
Awni Hannun
46a39e5b1f
copyright + ack
2023-11-30 11:12:53 -08:00
Jagrit Digani
e6306cfee9
jagrit's commit files
2023-11-29 10:52:08 -08:00
Angelos Katharopoulos
d1f86272a2
angelos's commit files
2023-11-29 10:42:59 -08:00
Awni Hannun
8ca7f9e8e9
awni's commit files
2023-11-29 10:30:41 -08:00
