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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.