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Final: Effective Use of Dictionaries for New Scientific Python Users
Category: Languages > Python      Posted: 22 Jun 09

In this final segment, we highlight concepts important for new scientific Python programmers, especially those coming from a Matlab environment. We discuss effective use of Python dictionaries and the timeit profiling module. We also discuss the defaultdict object for quick and easy database creation...

Part 12b: Case Study -- Robust Regression Methods Using Parallel IPython
Category: Languages > Python      Posted: 22 Jun 09

In this segment, we show how the intensive least-the in computation can be accelerated using the parallel computing facilities of IPython we have considered so far.

Part 12a: Case Study -- Robust Regression Methods Using Python continued
Category: Languages > Python      Posted: 22 Jun 09

In this segment, we show how to compute the least-median estimate using the sample data set and Python generators.

Part 12: Case Study -- Robust Regression Methods Using Python
Category: Languages > Python      Posted: 22 Jun 09

In this segment, we pull together everything we have learned so far to consider robust regression methods that can easily handle the presence of outliers in the data. Here, we discuss what these regression methods are and how we can apply what we have learned so far