Difference: CLMASurvivalGuide (9 vs. 10)

Revision 102011-03-21 - raghavks

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CLMA Survival Guide

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  • This class requires programming in Python (check if still true for your quarter). Use a graphical debugger such as in an Integrated Development Environment. The free 'IDLE' may not be adequate. Better options include ActiveState Komodo and Eclipse.

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  • For folks planning to use Python :
  • Please take the time to get familiar with numpy . It is very useful for matrix computations, constructing confusion matrices and computing accuracy. The numpy example list is a very useful resource. The functions numpy.zeros((x,y)), array.sum, array.trace are particularly useful.
  • Also learning to profile python code using "python -m cProfile myscript.py" can be extremely useful when you have severe performance issues and want to quickly narrow down the offending function/method that is badly affecting the performance.
 

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