ENH: Updates to numpy.array_api #19937
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The spec specifies that they should only work on arrays with corresponding dtypes. __index__ is new in the spec since the initial PR, and works identically to np.array.__index__.
This method is new since numpy#18585. It does nothing in NumPy since NumPy does not support non-CPU devices.
transpose() was renamed to matrix_transpose() and now operates on stacks of matrices. A function to permute dimensions will be added once it is finalized in the spec. The attribute mT was added and the T attribute was updated to only operate on 2-dimensional arrays as per the spec.
permute_dims() is the replacement for transpose(), which was split into permute_dims() and matrix_transpose().
BvB93
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Sep 24, 2021
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Thanks Aaron. |
howjmay
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Sep 29, 2021
* Add __index__ to array_api and update __int__, __bool__, and __float__ The spec specifies that they should only work on arrays with corresponding dtypes. __index__ is new in the spec since the initial PR, and works identically to np.array.__index__. * Add the to_device method to the array_api This method is new since numpy#18585. It does nothing in NumPy since NumPy does not support non-CPU devices. * Update transpose methods in the array_api transpose() was renamed to matrix_transpose() and now operates on stacks of matrices. A function to permute dimensions will be added once it is finalized in the spec. The attribute mT was added and the T attribute was updated to only operate on 2-dimensional arrays as per the spec. * Restrict input dtypes in the array API statistical functions * Add the dtype parameter to the array API sum() and prod() * Add the function permute_dims() to the array_api namespace permute_dims() is the replacement for transpose(), which was split into permute_dims() and matrix_transpose(). * Add tril and triu to the array API namespace * Fix the array_api Array.__repr__ to indent the array properly * Make the Device type in the array_api just accept the string "cpu"
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There have been several updates to the array API spec since #19739. There are still a few changes that are planned to be made before the spec is finalized next month. If this is merged I will just make new PRs as those come in. I also plan to make a separate PR adding support for the linear algebra extension.
CC @leofang