NannyML/nannyml v0.5.3

on GitHub

Changed

• We've completely overhauled the way we determine the "stability" of our estimations. We've moved on from determining
  a minimum Chunk size to estimating the sampling error for an operation on a Chunk.
  • A sampling error value will be provided per metric per Chunk in the result data for
    reconstruction error multivariate drift calculator, all performance calculation metrics and
    all performance estimation metrics.
  • Confidence bounds are now also based on this sampling error and will display a range around an estimation +/- 3
    times the sampling error in CBPE and reconstruction error multivariate drift calculator.
    Be sure to check out our in-depth documentation
    on how it works or dive right into the implementation.

Fixed

• Fixed issue where an outdated version of Numpy caused Pandas to fail reading string columns in some scenarios
  (#93). Thank you, @Bernhard and
  @Gabriel for the investigative work!