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Tools for High Performance Python - Ian Ozsvald - ODSC Europe 2019

Tools for High Performance Python - Ian Ozsvald - ODSC Europe 2019

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Dask with Numba

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Dask with Numba

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Tools for High Performance Python - Ian Ozsvald - ODSC Europe 2019

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  1. 1 Introductions
  2. 2 Today's goal
  3. 3 A typical higher-performance task Calculate features including slope
  4. 4 A typical task - need slope of the line
  5. 5 Pandas iterrows
  6. 6 Pandas apply with raw=True
  7. 7 Swifter
  8. 8 Dask with Numba
  9. 9 Costs on the "big problem"
  10. 10 On being "highly performant"
  11. 11 Summary

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