changepoint.geo
Development version of the changepoint.geo R package
Science Score: 33.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 1 DOI reference(s) in README -
✓Academic publication links
Links to: springer.com -
✓Committers with academic emails
1 of 2 committers (50.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (16.9%) to scientific vocabulary
Last synced: 10 months ago
·
JSON representation
Repository
Development version of the changepoint.geo R package
Basic Info
- Host: GitHub
- Owner: grundy95
- Language: R
- Default Branch: master
- Homepage: https://CRAN.R-project.org/package=changepoint.geo
- Size: 268 KB
Statistics
- Stars: 11
- Watchers: 2
- Forks: 0
- Open Issues: 2
- Releases: 0
Created almost 7 years ago
· Last pushed over 5 years ago
Metadata Files
Readme
Changelog
README.Rmd
---
output: github_document
---
```{r, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "man/figures/README-",
out.width = "100%"
)
```
# changepoint.geo
[](https://CRAN.R-project.org/package=changepoint.geo )
[](https://r-pkg.org/pkg/changepoint.geo)
[](https://github.com/grundy95/changepoint.geo/actions)
[](https://codecov.io/gh/grundy95/changepoint.geo)
The goal of changepoint.geo is to implement the high-dimensional changepoint detection method GeomCP described in [Grundy et al. (2020)](https://link.springer.com/article/10.1007/s11222-020-09940-y). This method allows for the detection of changes in mean and variance in high-dimensional time series. The main function is `geomcp()`.
## Installation
You can install the released version of changepoint.geo from [CRAN](https://CRAN.R-project.org) with:
``` r
install.packages("changepoint.geo ")
```
And the development version from [GitHub](https://github.com/) with:
``` r
# install.packages("devtools")
devtools::install_github("grundy95/changepoint.geo")
```
## Example
This is a basic example which shows the main functionality of the package:
```{r example}
library(changepoint.geo )
set.seed(1)
X <- rbind(matrix(rnorm(100*50),ncol=50),matrix(rnorm(100*50,0,2),ncol=50))
ans <- geomcp(X)
summary(ans)
plot(ans)
```
GitHub Events
Total
Last Year
Committers
Last synced: over 3 years ago
All Time
- Total Commits: 104
- Total Committers: 2
- Avg Commits per committer: 52.0
- Development Distribution Score (DDS): 0.038
Top Committers
| Name | Commits | |
|---|---|---|
| grundy95 | t****1@l****k | 100 |
| grundy95 | 4****5@u****m | 4 |
Committer Domains (Top 20 + Academic)
Packages
- Total packages: 1
-
Total downloads:
- cran 252 last-month
- Total docker downloads: 41,971
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 3
- Total maintainers: 1
cran.r-project.org: changepoint.geo
Geometrically Inspired Multivariate Changepoint Detection
- Homepage: https://github.com/grundy95/changepoint.geo/
- Documentation: http://cran.r-project.org/web/packages/changepoint.geo/changepoint.geo.pdf
- License: GPL-2 | GPL-3 [expanded from: GPL]
-
Latest release: 1.0.3
published 10 months ago
Rankings
Stargazers count: 17.9%
Forks count: 28.8%
Dependent packages count: 29.8%
Average: 33.9%
Dependent repos count: 35.5%
Downloads: 57.6%
Maintainers (1)
Last synced:
10 months ago
Dependencies
DESCRIPTION
cran
- R >= 3.6 depends
- changepoint * depends
- changepoint.np * depends
- ggplot2 * depends
- methods * depends
- Rdpack * imports
- MASS * suggests
- testthat * suggests