tensor

<p>A 5-by-6 grid of sea-surface temperatures from 5
degrees N, 180 degrees W to 5 degrees S, 110 degrees W recorded hourly from 7:00PM on 4/26/94 to 3:00AM on 7/19/94, yielding 2000 epochs.</p>

datasets

A set of tools for forecasting the next step in a multidimensional setting using tensors.  In the examples, a forecast is made of sea surface temperatures of a geographic grid (i.e. lat/long).  Each observation is a matrix, the entries in the matrix and the sea surface temperature at a particular lattitude/longitude. Cates, J., Hoover, R. C., Caudle, K., Kopp, R., & Ozdemir, C. (2021) "Transform-Based Tensor Auto Regression for Multilinear Time Series Forecasting" in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (pp. 461-466), IEEE <doi:10.1109/ICMLA52953.2021.00078>.

Kyle A Caudle

LTAR

Tensor Forecasting Functions

Kyle Caudle

Randy Hoover

Jackson Cates

tensor function

<p>The format is:
 num [1:5, 1:2000, 1:6] 28.1 28.4 28.1 28.6 29.3 ...</p>

Format

Sea Surface Temperatures — tensor

Sea Surface Temperatures

tensor: Sea Surface Temperatures

Description

Usage

Arguments

Format

References

Examples