Multitaper
A Julia package for frequency domain analysis of time series
Science Score: 77.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 3 DOI reference(s) in README -
✓Academic publication links
Links to: joss.theoj.org -
✓Committers with academic emails
1 of 5 committers (20.0%) from academic institutions -
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (15.0%) to scientific vocabulary
Repository
A Julia package for frequency domain analysis of time series
Basic Info
Statistics
- Stars: 12
- Watchers: 2
- Forks: 5
- Open Issues: 7
- Releases: 5
Metadata Files
README.md
When doing exploratory analysis of time series, frequency domain methods, that is, statistical methods that display information about the temporal correlations of one or more time series in terms of frequencies, can be used to infer physical mechanisms for underlying process dynamics in e.g. geophysical time series, medical time series, etc.). The multitaper method, which leverages Slepian functions to estimate power spectral densities, coherences, and so forth, is implemented here for application to univariate, multivariate, and higher-dimensional (e.g. space-time) processes.
See documentation below.
Installation
Please install using
```
Pkg> add Multitaper
```
This package runs on julia v 1.4.2 and above.
Paper
If you make use of Multitaper.jl, please cite the following paper: 
. A previous, unregistered version of Multitaper.jl was hosted on bitbucket.
Python
Python users may wish to make use of the python wrapper for this package
. A demo for its useage
is available
.
We also highly recommend the multitaper python package by G. A. Prieto, available .
Contributing
We welcome input of any kind via issues or by pull requests. Support requests can be directed to haley@anl.gov.
Owner
- Name: C. L. Haley
- Login: lootie
- Kind: user
- Location: Lemont, IL
- Company: Argonne National Laboratory
- Repositories: 16
- Profile: https://github.com/lootie
I am interested in signal processing, spectral analysis of time series and spatial statistics.
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Haley"
given-names: "Charlotte L."
orcid: "https://orcid.org/0000-0003-3996-773X"
- family-names: "Geoga"
given-names: "Christopher J."
title: "Multitaper.jl"
version: 1.2.0
doi: 10.5281/zenodo.4274771
date-released: 2020-01-01
url: "https://github.com/lootie/Multitaper.jl"
preferred-citation:
type: article
authors:
- family-names: "Haley"
given-names: "Charlotte L."
orcid: "https://orcid.org/0000-0003-3996-773X"
- family-names: "Geoga"
given-names: "Christopher J."
doi: "10.21105/joss.02463"
journal: "Journal of Open Source Software"
month: 11
start: 2463
title: "Multitaper.jl: A Julia package for frequency domain analysis of time series"
issue: 55
volume: 5
year: 2020
GitHub Events
Total
- Create event: 8
- Release event: 2
- Issues event: 8
- Watch event: 1
- Delete event: 1
- Issue comment event: 13
- Member event: 1
- Push event: 19
- Pull request event: 21
- Fork event: 2
Last Year
- Create event: 8
- Release event: 2
- Issues event: 8
- Watch event: 1
- Delete event: 1
- Issue comment event: 13
- Member event: 1
- Push event: 19
- Pull request event: 21
- Fork event: 2
Committers
Last synced: almost 3 years ago
All Time
- Total Commits: 212
- Total Committers: 5
- Avg Commits per committer: 42.4
- Development Distribution Score (DDS): 0.09
Top Committers
| Name | Commits | |
|---|---|---|
| Charlotte Haley | h****e@g****m | 193 |
| Chris Geoga | c****a@p****m | 11 |
| github-actions[bot] | 4****]@u****m | 4 |
| Charlotte Haley | h****y@a****v | 3 |
| Sarah Dodson-Robinson | s****r@a****l | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: over 2 years ago
All Time
- Total issues: 0
- Total pull requests: 12
- Average time to close issues: N/A
- Average time to close pull requests: 2 months
- Total issue authors: 0
- Total pull request authors: 3
- Average comments per issue: 0
- Average comments per pull request: 0.58
- Merged pull requests: 9
- Bot issues: 0
- Bot pull requests: 8
Past Year
- Issues: 0
- Pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: 5 months
- Issue authors: 0
- Pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- ifmelchor (1)
- lootie (1)
- JuliaTagBot (1)
Pull Request Authors
- lootie (10)
- github-actions[bot] (9)
- sdrastro (3)
- bjarthur (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- julia 3 total
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
juliahub.com: Multitaper
A Julia package for frequency domain analysis of time series
- Documentation: https://docs.juliahub.com/General/Multitaper/stable/
- License: GPL-2.0
-
Latest release: 1.2.0
published 10 months ago
Rankings
Dependencies
- actions/cache v1 composite
- actions/checkout v2 composite
- codecov/codecov-action v1 composite
- julia-actions/julia-buildpkg v1 composite
- julia-actions/julia-processcoverage v1 composite
- julia-actions/julia-runtest v1 composite
- julia-actions/setup-julia v1 composite
- julia-actions/setup-julia latest composite
- actions/checkout v2 composite
- JuliaRegistries/TagBot v1 composite
- actions/checkout v2 composite
- actions/upload-artifact v1 composite
- openjournals/openjournals-draft-action master composite