Improve performance of pandas-heavy areas

AnotherSamWilson / miceforest

Multiple Imputation with LightGBM in Python

MIT License

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Improve performance of pandas-heavy areas #13

Closed samFarrellDay closed 3 years ago

samFarrellDay commented 3 years ago

complete_data() is a major slow-down, there are probably others. miceRanger is much faster on small datasets because data.table is so much quicker. Can pandas be replaced with numpy in core areas?

AnotherSamWilson commented 3 years ago

Closed by dfa1790f0f91d0cc86f5e1de8cb19b2188d5ccfe