Release 0.3.2

Add compatibility with scikit-learn v1.4.x
Fix column selector
Update experiment discriminator option to disable or enable it

Release 0.3.1

Update metrics

Release 0.3.0

We add a few new features to this version:

• Multi-objectives optimization

  • optimization algorithm

    • add MOEA/D(Multiobjective Evolutionary Algorithm Based on Decomposition)
    • add Tchebycheff, Weighted Sum, Penalty-based boundary intersection approach(PBI) decompose approachs
    • add shuffle crossover, uniform crossover, single point crossover strategies for GA based algorithms
    • automatically normalize objectives of different dimensions
    • automatically convert maximization problem to minimization problem
    • add NSGA-II(Non-dominated Sorting Genetic Algorithm)
    • add R-NSGA-II(A new dominance relation for multicriteria decision making)

  • builtin objectives

    • number of features
    • prediction performance

Release 0.2.5.7

Update ci settings

Release 0.2.5.6

Upgrade to 0.2.5.6

Release 0.2.5.5

Upgrade to 0.2.5.5

Release 0.2.5.4

Upgrade to 0.2.5.4

Release 0.2.5.3

Upgrade to 0.2.5.3

Release 0.2.5.2

Upgrade to 0.2.5.2

Upgrade to 0.2.5.1

Upgrade to 0.2.5.1