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refactor data to be like Django ORM - DONE
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colums should be called features - DONE
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tidy up hdf5 files - DONE
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rename fields to something else (not series) - maybe column? - DONE
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datasets, double layer indexed symbols - DONE
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pairs trading
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decouple positions + returns from rebalancing
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risk management
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live trading
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accounting
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put a front end on it
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switch to bigquery?