Hypernets Versions Save

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

0.3.2

2 months ago

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

0.3.1

5 months ago

0.3.0

10 months ago

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

0.2.5.7

1 year ago

0.2.5.6

1 year ago

0.2.5.5

1 year ago

0.2.5.4

1 year ago

0.2.5.3

2 years ago

0.2.5.2

2 years ago

0.2.5.1

2 years ago