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Linfa's 0.6.1 release mainly consists of fixes to existing algorithms and the overall crate. The Isotonic Regression algorithm has also been added to linfa-linear.
LpDist in linfa-nn.Send + Sync to trait objects returned by linfa-nn, which are now aliased as NearestNeighbourBox.anyhow <= 1.0.48 version restriction from linfa.ndarray dependency to 0.15serde support for LogisticRegression in linfa-logistic.Isotonic regression fits a free-form line to the training data. Unlike linear regression, which fits a straight line, isotonic regression can result in a much closer fit to the data. The algorithm has been added to linfa-linear.
Mean absolution percentage error (MAPE) is a method of measuring the difference between two datasets, and has been added to the main linfa crate.