Package Health Score

54 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Active

Popularity

Small

GitHub Stars: 860
Forks: 175
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package giotto-learn, we found that it has been starred 860 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Jan 24, 2020
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

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

License

Apache-2.0

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 51
Open PR: 3
Last Release: 5 years ago
Last Commit: 7 months ago

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

An important project maintenance signal to consider for giotto-learn 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: Yes
Contributors: 30
Funding: No

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

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Package

Python Versions Compatibility: ==3.5.*, ==3.6.*, ==3.7.*

Age: 5 years
Latest Release: 5 years ago
Dependencies: 4 Direct / 5 Total
Versions: 7
Maintainers: 0
Wheels: Linux, macOS, Windows

Readme

Azure _ _ _ binder _

giotto-learn

giotto-learn is a high performance topological machine learning toolbox in Python built on top of scikit-learn and is distributed under the Apache 2.0 license. It is part of the Giotto open-source project.

Website:

Installation

Dependencies

giotto-learn requires:

Python (>= 3.5)
scikit-learn (>= 0.21.3)
NumPy (>= 1.11.0)
SciPy (>= 0.17.0)
joblib (>= 0.11)

For running the examples jupyter, matplotlib and plotly are required.

User installation

If you already have a working installation of numpy and scipy, the easiest way to install giotto-learn is using pip :

pip install -U giotto-learn

Documentation

HTML documentation (stable release):

Contributing

We welcome new contributors of all experience levels. The Giotto community goals are to be helpful, welcoming, and effective. To learn more about making a contribution to giotto-learn, please see the CONTRIBUTING.rst file.

Developer installation

C++ dependencies:

C++14 compatible compiler
CMake >= 3.9
Boost >= 1.56

Source code

You can check the latest sources with the command:

git clone https://github.com/giotto-ai/giotto-learn.git

To install:

cd giotto-learn
pip install -e .

From there any change in the library files will be immediately available on your machine.

Testing

After installation, you can launch the test suite from outside the source directory:

pytest giotto

Changelog

See the RELEASE.rst file for a history of notable changes to giotto-learn.

Important links

Official source code repo:
Download releases:
Issue tracker:

Contacts:

giotto-learn dependencies

joblib numpy scikit-learn scipy

FAQs

What is giotto-learn?

Toolbox for Machine Learning using Topological Data Analysis. Visit Snyk Advisor to see a full health score report for giotto-learn, including popularity, security, maintenance & community analysis.

Is giotto-learn popular?

The python package giotto-learn receives a total of 348 weekly downloads. As such, giotto-learn popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is giotto-learn well maintained?

We found indications that giotto-learn is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is giotto-learn safe to use?

While scanning the latest version of giotto-learn, 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 27 December-2024, at 04:03 (UTC).

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