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load and save methods for estimators #32

@rasbt

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@rasbt

Add load and save methods to classifiers and regressors using JSON to avoid common pickle issues / platform incompatibilities -- based on https://github.com/rasbt/python-machine-learning-book/blob/master/code/bonus/scikit-model-to-json.ipynb

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