Package Health Score

64 / 100

security
Security review needed
popularity
Small
maintenance
Sustainable
community
Active

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Popularity

Small

GitHub Stars: 2.1K
Forks: 183
Contributors: 60

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package pybreaks, we found that it has been starred 2,100 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Nov 27, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 1
H
5
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

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Maintenance

Sustainable

Commit Frequency

Open Issues: 30
Open PR: 6
Last Release: 1 year ago
Last Commit: 2 months ago

Further analysis of the maintenance status of pybreaks based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Sustainable.

An important project maintenance signal to consider for pybreaks is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 60
Funding: Yes

With more than 10 contributors for the pybreaks repository, this is possibly a sign for a growing and inviting community.

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Package

Python Versions Compatibility: Unspecified

Age: 1 year
Latest Release: 1 year ago
Dependencies: 16 Direct / 40 Total
Versions: 2
Maintainers: 1
Wheels: OS Independent

Readme

pybreaks

Detection and correction of structural breaks in (climate) time series.

Description

This package currently includes methods to test for inhomogeneities in satellite soil moisture measurements. In also contains implementations for correcting detected breaks, currently there are three methods:

Linear Model Pair matching
Higher Order Moment adjustment (see also )
Quantile Category Matching (see also )

The main modules in the package are:

TsRelBreakTest : Implements relative statistical tests between two subperiods to detect a break between them.
RegressPairFit, HigherOrderMoments, QuantileCatMatch : Classes that implement the correction methods.
TsRelBreakAdjust : Combines the detection and correction methods to correct a break between two subperiods.
TsRelMultiBreak : Iterates over multiples breaks in a time series to correct them.

Documentation

Methods in this package are described in

> "W. Preimesberger, T. Scanlon, C. -H. Su, A. Gruber and W. Dorigo, > "Homogenization of Structural Breaks in the Global ESA CCI Soil > Moisture Multisatellite Climate Data Record," in IEEE Transactions on > Geoscience and Remote Sensing, vol. 59, no. 4, pp. 2845-2862, April > 2021, doi: 10.1109/TGRS.2020.3012896."

Note

This project has been set up using PyScaffold 2.5.9. For details and usage information on PyScaffold see .

pybreaks dependencies

datetime importlib-metadata lmoments3 matplotlib more-itertools netcdf4 numpy pandas pykdtree pyproj pytesmo scikit-learn scipy seaborn smecv-grid statsmodels

FAQs

What is pybreaks?

Break Correction algorithms used in ESA CCI SM. Visit Snyk Advisor to see a full health score report for pybreaks, including popularity, security, maintenance & community analysis.

Is pybreaks popular?

The python package pybreaks receives a total of 30 weekly downloads. As such, pybreaks popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is pybreaks well maintained?

We found indications that pybreaks maintenance is sustainable demonstrating some project activity. We saw a total of 60 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is pybreaks safe to use?

While scanning the latest version of pybreaks, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 14 November-2024, at 04:50 (UTC).

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pybreaks

Break Correction algorithms used in ESA CCI SM For more information about how to use this package see README

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Readme

pybreaks

Description

Documentation

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Readme

pybreaks

Description

Documentation

Note

pybreaks dependencies

FAQs

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