Read pickled best model (in predict) in binary mode to avoid raising UnicodeDecodeError #199
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Going through the tutorial and got "UnicodeDecodeError: 'utf-8' codec can't decode byte 0x80 in position 0: invalid start byte" when attempting to run logistic_sgd.predict(). This fixes the issue.