v0.3.0

Added MPX algorithm with self-join
Changed API to support Compute, Discover, Analyze and Visualize

v0.2.0

• changed topkmotifs to apply an exclusion zone while searching for closest motifs
• applying annotation vector to matrix profile prior to computing top k motifs/discords
• bug fix for clipping annotation vector
• added rectangular signal option in siggen
• resolved issue with caching original FFT on AB joins. Less efficient but more generalized to self-joins and AB joins.

v0.1.0

• Contains features for computing matrix profiles and multi-dimensional matrix profiles
• Algorithms for computing matrix profiles include STMP, STAMP, STAMPI, STOMP
• Multi-dimensional matrix profile uses mSTOMP
• TopKDiscords, TopKMotifs and Segmentation are only applicable to matrix profiles
• Annotation vectors only apply to matrix profiles