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docs update
2024-01-17 17:15:29 -08:00
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.. _array:<3A>h]<5D><>
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array
An N-dimensional array object.
array.astype(self, dtype[, stream])
Cast the array to a specified type.
array.item(self)
Access the value of a scalar array.
array.tolist(self)
Convert the array to a Python list.
array.dtype
The array's Dtype.
array.ndim
The array's dimension.
array.shape
The shape of the array as a Python list.
array.size
Number of elements in the array.
Dtype
An object to hold the type of a array.
array.abs(self, *[, stream])
See abs().
array.all(self[, axis, keepdims, stream])
See all().
array.any(self[, axis, keepdims, stream])
See any().
array.argmax(self[, axis, keepdims, stream])
See argmax().
array.argmin(self[, axis, keepdims, stream])
See argmin().
array.cos(self, *[, stream])
See cos().
array.dtype
The array's Dtype.
array.exp(self, *[, stream])
See exp().
array.log(self, *[, stream])
See log().
array.log1p(self, *[, stream])
See log1p().
array.logsumexp(self[, axis, keepdims, stream])
See logsumexp().
array.max(self[, axis, keepdims, stream])
See max().
array.mean(self[, axis, keepdims, stream])
See mean().
array.min(self[, axis, keepdims, stream])
See min().
array.prod(self[, axis, keepdims, stream])
See prod().
array.reciprocal(self, *[, stream])
See reciprocal().
array.reshape(self, *args[, stream])
Equivalent to reshape() but the shape can be passed either as a tuple or as separate arguments.
array.round(self, /[, decimals, stream])
See round().
array.rsqrt(self, *[, stream])
See rsqrt().
array.sin(self, *[, stream])
See sin().
array.split(self, indices_or_sections[, ...])
See split().
array.sqrt(self, *[, stream])
See sqrt().
array.square(self, *[, stream])
See square().
array.sum(self[, axis, keepdims, stream])
See sum().
array.transpose(self, *args[, stream])
Equivalent to transpose() but the axes can be passed either as a tuple or as separate arguments.
array.T
Equivalent to calling self.transpose() with no arguments.
array.var(self[, axis, keepdims, ddof, stream])
See var().<2E>h]<5D>h <09>table<6C><65><EFBFBD>)<29><>}<7D>(hhh]<5D>h <09>tgroup<75><70><EFBFBD>)<29><>}<7D>(hhh]<5D>(h <09>colspec<65><63><EFBFBD>)<29><>}<7D>(hhh]<5D>h}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>colwidth<74>K
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array.ndim<69><6D><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-obj<62>eh]<5D>h]<5D>h]<5D>uhh<>h j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j<EFBFBD><00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>mlx.core.array.ndim<69>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh j<>ubh0h<06><><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"j<>hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>The array's dimension.<2E>h]<5D>h0<68>The array's dimension.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhuh hrubhv)<29><>}<7D>(hhh]<5D>(h{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>-:py:obj:`array.shape <mlx.core.array.shape>`\<5C>h]<5D>(h<>)<29><>}<7D>(h<05>,:py:obj:`array.shape <mlx.core.array.shape>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h0<68> array.shape<70><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-obj<62>eh]<5D>h]<5D>h]<5D>uhh<>h j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j<EFBFBD><00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>mlx.core.array.shape<70>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh j<>ubh0h<06><><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"j
hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>(The shape of the array as a Python list.<2E>h]<5D>h0<68>(The shape of the array as a Python list.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jh!hh"NhNubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh jubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhuh hrubhv)<29><>}<7D>(hhh]<5D>(h{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>+:py:obj:`array.size <mlx.core.array.size>`\<5C>h]<5D>(h<>)<29><>}<7D>(h<05>*:py:obj:`array.size <mlx.core.array.size>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjDh]<5D>h0<68>
array.size<7A><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jFh!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-obj<62>eh]<5D>h]<5D>h]<5D>uhh<>h jBubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>jP<00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>mlx.core.array.size<7A>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh j>ubh0h<06><><EFBFBD><EFBFBD>}<7D>(h j>h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"jbhKh j;ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j8ubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05> Number of elements in the array.<2E>h]<5D>h0<68> Number of elements in the array.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h juh!hh"NhNubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh jrubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j8ubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhuh hrubhv)<29><>}<7D>(hhh]<5D>(h{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>!:py:obj:`Dtype <mlx.core.Dtype>`\<5C>h]<5D>(h<>)<29><>}<7D>(h<05> :py:obj:`Dtype <mlx.core.Dtype>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h0<68>Dtype<70><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-obj<62>eh]<5D>h]<5D>h]<5D>uhh<>h j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j<EFBFBD><00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>mlx.core.Dtype<70>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh j<>ubh0h<06><><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"j<>hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>/An object to hold the type of a :class:`array`.<2E>h]<5D>(h0<68> An object to hold the type of a <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubh<62>)<29><>}<7D>(h<05>:class:`array`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h0<68>array<61><79><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-class<73>eh]<5D>h]<5D>h]<5D>uhh<>h j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j<EFBFBD><00>reftype<70><65>class<73><73> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>array<61>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh j<>ubh0<68>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"j<>hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhuh hrubhv)<29><>}<7D>(hhh]<5D>(h{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>D:py:obj:`array.abs <mlx.core.array.abs>`\ \(self\, \*\[\, stream\]\)<29>h]<5D>(h<>)<29><>}<7D>(h<05>(:py:obj:`array.abs 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ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j<00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>mlx.core.array.argmin<69>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh jubh0<68> (self[, axis, keepdims, stream])<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jh!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"j*hKh jubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh jubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>See :func:`argmin`.<2E>h]<5D>(h0<68>See <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j>h!hh"NhNubh<62>)<29><>}<7D>(h<05>:func:`argmin`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjHh]<5D>h0<68>argmin()<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jJh!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-func<6E>eh]<5D>h]<5D>h]<5D>uhh<>h jFubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>jT<00>reftype<70><65>func<6E><63> 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ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<> ubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhuh hrubhv)<29><>}<7D>(hhh]<5D>(h{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>F:py:obj:`array.sqrt <mlx.core.array.sqrt>`\ \(self\, \*\[\, stream\]\)<29>h]<5D>(h<>)<29><>}<7D>(h<05>*:py:obj:`array.sqrt <mlx.core.array.sqrt>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjXh]<5D>h0<68>
array.sqrt<72><74><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jZh!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-obj<62>eh]<5D>h]<5D>h]<5D>uhh<>h jVubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>jd<00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>mlx.core.array.sqrt<72>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh jRubh0<68>(self, *[, stream])<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jRh!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"jvhKh jOubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh jLubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>See :func:`sqrt`.<2E>h]<5D>(h0<68>See <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubh<62>)<29><>}<7D>(h<05> :func:`sqrt`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h0<68>sqrt()<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-func<6E>eh]<5D>h]<5D>h]<5D>uhh<>h 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refdomain<69>j<EFBFBD><00>reftype<70><65>obj<62><6A> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>mlx.core.array.square<72>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh j<>ubh0<68>(self, *[, stream])<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"j<>hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh j<>ubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>See :func:`square`.<2E>h]<5D>(h0<68>See <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jh!hh"NhNubh<62>)<29><>}<7D>(h<05>:func:`square`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hjh]<5D>h0<68>square()<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jh!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-func<6E>eh]<5D>h]<5D>h]<5D>uhh<>h jubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j<00>reftype<70><65>func<6E><63> 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refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>mlx.core.array.sum<75>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh jLubh0<68> (self[, axis, keepdims, stream])<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h jLh!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"jphKh jIubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh jFubh{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>See :func:`sum`.<2E>h]<5D>(h0<68>See <20><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubh<62>)<29><>}<7D>(h<05> :func:`sum`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h0<68>sum()<29><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-func<6E>eh]<5D>h]<5D>h]<5D>uhh<>h j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j<EFBFBD><00>reftype<70><65>func<6E><63> refexplicit<69><74><EFBFBD>refwarn<72><6E>h<EFBFBD>h<EFBFBD>h<EFBFBD>Nh<4E><68>sum<75>uhh<>h"<22>F/Users/awnihannun/repos/mlx/docs/src/python/array.rst:46:<autosummary><3E>hKh j<>ubh0<68>.<2E><><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhh"j<>hKh j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhzh jFubeh}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D>uhhuh hrubhv)<29><>}<7D>(hhh]<5D>(h{)<29><>}<7D>(hhh]<5D>h<EFBFBD>)<29><>}<7D>(h<05>T:py:obj:`array.transpose <mlx.core.array.transpose>`\ \(self\, \*args\[\, stream\]\)<29>h]<5D>(h<>)<29><>}<7D>(h<05>4:py:obj:`array.transpose <mlx.core.array.transpose>`<60>h]<5D>h<EFBFBD>)<29><>}<7D>(hj<>h]<5D>h0<68>array.transpose<73><65><EFBFBD><EFBFBD><EFBFBD>}<7D>(h j<>h!hh"NhNubah}<7D>(h]<5D>h]<5D>(h<><68>py<70><79>py-obj<62>eh]<5D>h]<5D>h]<5D>uhh<>h j<>ubah}<7D>(h]<5D>h]<5D>h]<5D>h]<5D>h]<5D><>refdoc<6F>h<EFBFBD><68> refdomain<69>j<EFBFBD><00>reftype<70><65>obj<62><6A> 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