Package Health Score

55 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Active

Popularity

Small

GitHub Stars: 858
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 858 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: 6 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.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

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: 1
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 24 November-2024, at 08:42 (UTC).

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