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Release: 0.5.1

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@github-actions github-actions released this 29 Oct 18:29
  • Added a conserve_memory setting (from chrisjen's new option for
    comparing workers), for an experiment's section or for every experiment in
    the "general" section. An experiment that conserves memory scores each
    combination as soon as it is tried and keeps only the best whole dataset
    so far, rather than every combination's dataset until the last one is
    done, which ran out of memory with many combinations of a large dataset.
    Its comparison table, scores, and branches are the same, but only the
    winner's branch has its whole dataset, so a regression_table has only
    the winner's model. Experiment.outcomes has the outcome of each
    combination (its label and group columns, predictions, probabilities, and
    metrics). Requires chrisjen 0.4.0 or later.