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jLab: A Matlab toolbox for data analysis

version 1.6.3 (226 MB) by

A Matlab toolbox for big data analysis, signal processing, mapping, and oceanographic applications.

4.66667
3 Ratings

43 Downloads

Updated

jLab is a set of ~300 freely distributed Matlab functions for big data analysis, signal processing, wavelet analysis, mapping, and oceanographic applications. jLab is freely distributed using the Creative Commons Attribution-Noncommercial-ShareAlike License v 4.0.

The routines are well-commented, and heavily tested with a suite of ~400 automated tests. The toolbox includes innovative wavelet transform, time series analysis, and spatial mapping tools that have been specifically developed by the author and collaborators and published in the peer-reviewed literature.

Version 1.6.3 includes a half-dozen new functions in the jWavelet module to implement element analysis, see http://www.jmlilly.net/papers/lilly17-element-pre.pdf, a powerful new method for analyzing time-localized events in noisy time series. A new method for the fast interpolation of non-plaid fields on the sphere, sphereinterp, is also included, as well as about a dozen bugfixes and improvements.

See the changelog, jlab_changes, for details, or visit the online documentation at http://www.jmlilly.net/doc/jlab_changes.html.

Homepage and image gallery:
http://www.jmlilly.net/jmlsoft.html

Linked online documentation:
http://www.jmlilly.net/doc/jLab.html

Complete listing of all modules:
http://www.jmlilly.net/doc/jlab_allhelp.html

"Top ten" highlights:
http://www.jmlilly.net/doc/jlab_highlights.html

License:
http://www.jmlilly.net/doc/jlab_license.html

Associated datasets:
http://www.jmlilly.net/jmldata.html

Comments and Ratings (3)

Hello, thanks for this precious tool. Is it possible to add morsewave.m directly to the Matlab wavelet toolbox?

Lucia

Alan

Alan (view profile)

Updates

1.6.3

Minor change to description

1.6.3

Minor changes to description

1.6.3

See the changelog, jlab_changes, for details, or visit the online documentation at http://www.jmlilly.net/doc/jlab_changes.html.

1.6.2

Minor fixes to Description.

1.6.2

Minor fixes to Description.

1.6.2

Minor fixes to Description.

1.6.2

The latest update, version 1.6.2, includes dozens of improvements as well as module jMatern, which supports stochastic modeling using the Matern process as described in http://arxiv.org/pdf/1605.01684v1.pdf.

1.6.1

Small change to description

1.6.1

Small changes to description

1.6.1

Small change to description

1.6.1

Small change to description

1.6.1

Small changes to description and tags

1.6.1

Updated figure

1.6.1

Added figure

1.6.1

Small change to Description #5

1.6.1

Small change to Description #4

1.6.1

Small change to Description #3

1.6.1

Small change to Description #2

1.6.1

Small change to Description

1.6.1

Added a more complete description.

MATLAB Release
MATLAB 8.6 (R2015b)
Acknowledgements

Inspired: cmocean perceptually-uniform colormaps

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