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Discarded BallTree and KDTree which are now replaced by a RTree: as fast and hyperparameter-free
-> lsnms.nms is now twice faster to compile (only one tree to compile)
cutoff_distance and tree are now deprecated. Warnings are issued when those are specified.
cleared the tests structure
added types conversion and sanity checks for data shape, etc
cached all the jitted function which could (the non recursive ones) -> saves 2 seconds of compilation time at first use.
-> lsnms.nms is now hyperparameter free, runs just as fast as before, and almost three times faster to compile at first use.