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@rodrigo-arenas rodrigo-arenas released this 06 Jun 22:46
· 93 commits to master since this release
0.9.0
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Learn about vigilant mode.

This release comes with new features and general performance improvements

Features:

  • Introducing Adaptive Schedulers to enable adaptive mutation and crossover probabilities; currently, supported schedulers are: ConstantAdapter, ExponentialAdapter, InverseAdapter, and PotentialAdapter

  • Add random_state parameter (default= None) in Continuous, Categorical and Integer classes from space to leave fixed the random seed during hyperparameters sampling.

API Changes:

  • Changed the default values of mutation_probability and crossover_probability to 0.8 and 0.2, respectively.

  • The weighted_choice function used in GAFeatureSelectionCV was re-written to give more probability to a number of features closer to the max_features parameter

  • Removed unused and broken function plot_parallel_coordinates()

Bug Fixes

  • Now, when using the plot_search_space() function, all the parameters get cast as np.float64 to avoid errors on the seaborn package while plotting bool values.
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