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other:python:jyp_steps [2021/06/30 15:18] – [Quick Reference and cheat sheets] jypeter | other:python:jyp_steps [2021/07/21 17:18] – [Extra numpy information] Reorganized some of the indexing section jypeter |
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==== Extra numpy information ==== | ==== Extra numpy information ==== |
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* More information about array indexing: | * More information about **array indexing**:\\ <wrap em>Always check what you are doing on a simple test case, when you use advanced/fancy indexing!</wrap> |
* Examples: | * Examples: |
* {{ :other:python:indirect_indexing_2.py.txt |}}: Take a vertical slice in a 3D zyx array, along a varying y 'path' | * {{ :other:python:indirect_indexing_2.py.txt |}}: Take a vertical slice in a 3D zyx array, along a varying y 'path' |
* [[https://numpy.org/doc/stable/user/basics.indexing.html|Indexing]] (//index arrays//, //boolean index arrays//, //np.newaxis//, //Ellipsis//, //variable numbers of indices//, ...) | * [[https://numpy.org/doc/stable/user/basics.indexing.html|Array indexing basics (user guide)]] (//index arrays//, //boolean index arrays//, //np.newaxis//, //Ellipsis//, //variable numbers of indices//, ...) |
| * [[https://numpy.org/doc/stable/reference/arrays.indexing.html|Array indexing (reference manual)]] |
* [[https://numpy.org/doc/stable/user/quickstart.html#advanced-indexing-and-index-tricks|Advanced indexing and index tricks]] and [[https://numpy.org/doc/stable/user/quickstart.html#the-ix-function|the ix_() function]] | * [[https://numpy.org/doc/stable/user/quickstart.html#advanced-indexing-and-index-tricks|Advanced indexing and index tricks]] and [[https://numpy.org/doc/stable/user/quickstart.html#the-ix-function|the ix_() function]] |
* [[https://numpy.org/doc/stable/reference/arrays.indexing.html|Indexing (in the numpy reference manual)]] | |
* [[https://numpy.org/doc/stable/reference/routines.indexing.html#routines-indexing|Indexing routines]] | * [[https://numpy.org/doc/stable/reference/routines.indexing.html#routines-indexing|Indexing routines]] |
* More information about arrays: | * More information about arrays: |
* [[https://numpy.org/doc/stable/reference/routines.array-creation.html#routines-array-creation|Array creation routines]] | * [[https://numpy.org/doc/stable/reference/routines.array-creation.html|Array creation routines]] |
* [[https://numpy.org/doc/stable/reference/routines.array-manipulation.html|Array manipulation routines]] | * [[https://numpy.org/doc/stable/reference/routines.array-manipulation.html|Array manipulation routines]] |
* [[https://numpy.org/doc/stable/reference/maskedarray.html|Masked arrays]] | * [[https://numpy.org/doc/stable/reference/maskedarray.html|Masked arrays]] |