Array manipulation routines#
Basic operations#
Changing array shape#
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Gives a new shape to an array without changing its data. |
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Return a contiguous flattened array. |
A 1-D iterator over the array. |
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Return a copy of the array collapsed into one dimension. |
Transpose-like operations#
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Move axes of an array to new positions. |
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Roll the specified axis backwards, until it lies in a given position. |
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Interchange two axes of an array. |
View of the transposed array. |
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Returns an array with axes transposed. |
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Returns an array with axes transposed. |
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Transposes a matrix (or a stack of matrices) |
Changing number of dimensions#
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Convert inputs to arrays with at least one dimension. |
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View inputs as arrays with at least two dimensions. |
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View inputs as arrays with at least three dimensions. |
Produce an object that mimics broadcasting. |
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Broadcast an array to a new shape. |
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Broadcast any number of arrays against each other. |
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Expand the shape of an array. |
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Remove axes of length one from a. |
Changing kind of array#
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Convert the input to an array. |
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Convert the input to an ndarray, but pass ndarray subclasses through. |
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Interpret the input as a matrix. |
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Return an array (ndim >= 1) laid out in Fortran order in memory. |
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Return a contiguous array (ndim >= 1) in memory (C order). |
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Convert the input to an array, checking for NaNs or Infs. |
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Return an ndarray of the provided type that satisfies requirements. |
Joining arrays#
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Join a sequence of arrays along an existing axis. |
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Join a sequence of arrays along an existing axis. |
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Join a sequence of arrays along a new axis. |
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Assemble an nd-array from nested lists of blocks. |
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Stack arrays in sequence vertically (row wise). |
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Stack arrays in sequence horizontally (column wise). |
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Stack arrays in sequence depth wise (along third axis). |
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Stack 1-D arrays as columns into a 2-D array. |
Splitting arrays#
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Split an array into multiple sub-arrays as views into ary. |
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Split an array into multiple sub-arrays. |
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Split array into multiple sub-arrays along the 3rd axis (depth). |
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Split an array into multiple sub-arrays horizontally (column-wise). |
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Split an array into multiple sub-arrays vertically (row-wise). |
Tiling arrays#
Adding and removing elements#
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Return a new array with sub-arrays along an axis deleted. |
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Insert values along the given axis before the given indices. |
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Append values to the end of an array. |
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Return a new array with the specified shape. |
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Trim the leading and/or trailing zeros from a 1-D array or sequence. |
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Find the unique elements of an array. |
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Pad an array. |
Rearranging elements#
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Reverse the order of elements in an array along the given axis. |
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Reverse the order of elements along axis 1 (left/right). |
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Reverse the order of elements along axis 0 (up/down). |
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Gives a new shape to an array without changing its data. |
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Roll array elements along a given axis. |
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Rotate an array by 90 degrees in the plane specified by axes. |