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soek (Work In Progress)

A machine learning hyperparameter search library based on Scikit-Optimize.

Todo:

  1. Addition of file directory option for intermediate saving of hyperparameters.
  2. Support for gradient-boosted-tree search and RF search (70% comp.).
  3. Refactoring for further simplification.
  4. SVM, TF/Keras, Random Forest, KNN, and other ML algorithms demos/tutorials.
  5. Documentation.
  6. First major release and PyPI publication.