MemoryError in loading Pybrain SupervisedDataSet

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I have training set of 2.4M data with 100K dimension.

When I load the data into SupervisedDataSet using addSample(), it calls MemoryError with only 130K data loaded.

Is there any method to load really big data onto SupervisedDataSet?

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