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Linfa's 0.7.0 release mainly consists of improvements to Serde support. It also removes Approximate DBSCAN from linfa-clustering
due to subpar performance and outdated dependencies.
array_from_gz_csv
and array_from_csv
in linfa-datasets
.linfa-linear
, linfa-logistic
, and linfa-ftrl
optional.linfa-preprocessing
and linfa-bayes
.argmin
to 0.8.1.Approximate DBSCAN is an alternative implementation of the DBSCAN algorithm that trades precision for speed. However, the implementation in linfa-clustering
is actually slower than the regular DBSCAN implementation. It also depends on the partitions
crate, which is incompatible with current versions of Rust. Thus, we have decided to remove Approximate DBSCAN from Linfa. The Approximate DBSCAN types and APIs are now aliases to regular DBSCAN.