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other:python:jyp_steps [2018/08/07 16:26] – Added a projections section jypeterother:python:jyp_steps [2018/08/24 10:25] – [Extra numpy information] Added an example jypeter
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        [20, 21, -1, -1, 24, 25, 26, 27, 28, 29]])        [20, 21, -1, -1, 24, 25, 26, 27, 28, 29]])
 </code></note> </code></note>
 +
 +==== Extra numpy information ====
 +
 +  * More information about array indexing:
 +    * Examples:
 +      * {{ :other:python:indirect_indexing_2.py.txt |}}: Take a vertical slice in a 3D zyx array, along a varying y 'path'
 +    * [[https://docs.scipy.org/doc/numpy/user/basics.indexing.html|Indexing]] (//index arrays//, //boolean index arrays//, //np.newaxis//, //Ellipsis//, //variable numbers of indices//, ...)
 +    * [[https://docs.scipy.org/doc/numpy/user/quickstart.html#fancy-indexing-and-index-tricks|Fancy indexing]] and [[https://docs.scipy.org/doc/numpy/user/quickstart.html#the-ix-function|the ix_() function]]
 +    * [[https://docs.scipy.org/doc/numpy/reference/arrays.indexing.html|Indexing (in the numpy reference manual)]]
 +    * [[https://docs.scipy.org/doc/numpy/reference/routines.indexing.html#routines-indexing|Indexing routines]] 
 +  * [[https://docs.scipy.org/doc/numpy/user/misc.html#ieee-754-floating-point-special-values|Dealing with special numerical values]] (//Nan//, //inf//)
 +    * If you know that your data has missing values, it is cleaner and safer to handle them with masks
 +    * [[https://docs.scipy.org/doc/numpy/user/misc.html#how-numpy-handles-numerical-exceptions|Handling numerical exceptions]]
  
 ===== cdms2 and netCDF4 ===== ===== cdms2 and netCDF4 =====
other/python/jyp_steps.txt · Last modified: 2025/02/26 11:40 by jypeter

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