Sean M. Law
Sean M. Law
This unit test causes a failure: ``` import numpy as np import numpy.testing as npt import naive from stumpy import stump, config import pandas as pd def test_stump_identical_subsequence_self_join(): seed =...
It would be nice to add a tutorial(s) that reproduces the [Matrix Profile Top Ten](https://github.com/TDAmeritrade/stumpy/files/4446948/zhu2020.pdf) paper. The accompanying data at their Google sites page can be [found here](https://sites.google.com/site/matrixprofiletopten/). It might...
An initial tutorial has already been created [here](https://github.com/TDAmeritrade/stumpy/blob/main/docs/Tutorial_Pan_Matrix_Profile.ipynb) We need to add a final example where there are [two different window sizes within the same dataset](https://arxiv.org/pdf/1802.04883.pdf). The data can be...
Currently, `stumpy.stump` and `stumpy.stumped` can account for constant regions. So, when two subsequences are being compared and one subsequence is constant (and the second is not constant) then the pearson...
As our test suite gets longer, the `coverage` tests, which are executed in pure Python, will continue to need more time to complete. GIven that Github Actions has a job...
As we move toward supporting top-k matrix profiles, we need to ensure consistency of our outputs and they need to be 2D instead of 1D. This is related to #592...
Currently, functions like `stump`, `stumped`, and `gpu_stump` only return the top-1 nearest neighbor. Depending on the added complexity, we may want to consider adding a top-K nearest neighbor matrix profile....
For non-normalized methods, add top-k matrix profile capability. This is related to #592 and #640
In some functions like, `core.mass` or `motifs.match`, it is possible to supply an optional `T_subseq_isfinite` parameter IFF `normalize=False`. Therefore, we should add a note to the `normalize` docstring to express...
[Preprint Here](https://www.dropbox.com/s/b2jxympqnwjvtsb/SIGKDD_2022_DAMP_preview_only.pdf?dl=0) [Long Version](https://www.cs.ucr.edu/~eamonn/DAMP_long_version.pdf) [Here](https://sites.google.com/view/discord-aware-matrix-profile) is the supporting website