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v0.3.0

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@javicid javicid released this 28 Jun 14:55
· 3 commits to release-0.3 since this release
v0.3.0
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Learn about vigilant mode.

Dependencies

  • PyCOMPSs == 2.5
  • Scikit-learn >= 0.19.2
  • NumPy >= 1.15.4
  • Scipy >= 1.0.0

New Features

  • GaussianMixture now supports covariance types 'tied', 'diag', and 'spherical' apart from 'full'.
  • dislib now provides PCA and LinearRegression models.

Bug Fixes

  • Fixed DBSCAN to be able to detect clusters with less than min_samples samples, and to be able to detect clusters that lie in the intersection of two regions.

Improvements

  • The GaussianMixture documentation has been improved.
  • Extra tests for GaussianMixture, C-SVM and DBSCAN have been added.
  • The performance of K-means, DBSCAN and GaussianMixtures has been significantly improved.
  • The performance of utils.shuffle has been improved by using PyCOMPSs collections.
  • The performance of Dataset has been improved by removing the tracking of duplicates.
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