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other:python:jyp_steps [2018/08/07 14:26]
jypeter Added a projections section
other:python:jyp_steps [2018/08/23 09:54]
jypeter Added the 'extra numpy' section, with lots of info about indexing
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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:
 +    * [[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: 2024/03/07 10:15 by jypeter