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Release v0.6.2

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@Ashton-Sidhu Ashton-Sidhu released this 09 Nov 06:36
· 273 commits to develop since this release
v0.6.2
ab5de47

Release Notes

Introducing interactive filtering and sorting with QGrid. You can now enable the option to use interactive DataFrames when working with your data. See usage on how to enable.

Bug Fixes

  • Fixed a bug where dropping columns using regex and a keep list was causing the keep list to be disregarded.
  • .drop now validates that keep is a list.
  • Added explicit x and y args for almost every plot

General

  • Added options similar to Pandas. Credit to them for their robust option system.
  • Made Learning Curve and Score plots larger from Cross Validation
  • Added columns as a property

Visualizations

  • Added Correlation Matrix plot
  • Added Joint Plots
  • Added Pair Plots

Models

  • Kmeans now automatically finds the optimal number of clusters using the Elbow Plot with distortion as the metric.
  • Can now export your model as .pkl file for deploying.
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