Tsmp Versions Save

Fix ASAN/UBSAN errors using RcppParallel

• Fix on mpx() heap leak

• Added MPdist algorithm to compare two time series.
• Added find_snippet() that uses MPdist to show representative data.
• Added mpx() algorithm that doesn’t depends on FFT.
• Added pmp() pan-matrix profile.
• Improvement with several implementations in Rcpp. Computation speed is much faster.
• Added compute(), analyze() and visualize(). Starting point in the unified API from MPF.

• Changed mass() to dist_profile(), including options to different algorithms.
• Added MASS_V3 and MASS_Weighted to dist_profile() algorithms.
• Function dist_profile() allows Query with Gap (QwG) and Approximate Distance Profile (ADP, with PAA)
• Fixed long runtime of FFT for some data sizes, using MASS_V3. Issue #36.
• Added stompi_update() that updates the matrix profile allowing real-time computation.
• Added floss() which can do real-time FLUSS computation.
• Added subset operator [ for tsmp objects.
• Added tail() and head() for tsmp objects.
• Changed find_motif() for MultiMatrixProfile to report Motifs correctly.

• Added find_discord() and its print() and plot() functions.
• Changed plot() for motifs to show where are the neighbors. Same for discord.
• Added valmod() for Variable Length Motif Discovery.
• Changed find_motif() for compatibility with valmod().

• Fixed Matrix Profile print, dimensions are now reported correctly.
• Fixed pipe imports. Issue #22
• Fixed bug with vars. Issue #23
• Changed package license to GPL-3.
• Changed verbose mode, added one more step to separate messages from progression bar.
• Fixed SCRIMP and added PRE-SCRIMP, so this is the SCRIMP++. AB-join not yet implemented.
• Changed progress bar for a better one from progress package.
• Added Print and Plot to SiMPle. Issue #24
• Added Print and Plot to Salient.

Big changes. Moved to a Stable lifecycle.

• Code linting
• Added Salient Subsequences search

This is the most approximated version of the package that was sent to CRAN. Some little changes may exist since the first submission was a little messy from my side :-)