View fiftyone-brain on Snyk Open Source Advisor

Package Health Score

81 / 100

security
No known security issues
popularity
Recognized
maintenance
Healthy
community
Active

Popularity

Recognized

GitHub Stars: 130
Forks: 6
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package fiftyone-brain, we found that it has been starred 130 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Dec 17, 2024
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

Healthy

Commit Frequency

Open Issues: 12
Open PR: 4
Last Release: 10 days ago
Last Commit: 9 days ago

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

We found that fiftyone-brain demonstrates a positive version release cadence with at least one new version released in the past 3 months.

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: No
Contributors: 20
Funding: No

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

We found a way for you to contribute to the project! Looks like fiftyone-brain is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.9

Age: 4 years
Latest Release: 10 days ago
Dependencies: 2 Direct
Versions: 49
Maintainers: 0
Wheels: OS Independent

Readme

Open Source AI from Voxel51

FiftyOne Website • FiftyOne Docs • FiftyOne Brain Docs • Blog • Community

FiftyOne Brain contains the open source AI/ML capabilities for the FiftyOne ecosystem, enabling users to automatically analyze and manipulate their datasets and models. FiftyOne Brain includes features like visual similarity search, query by text, finding unique and representative samples, finding media quality problems and annotation mistakes, and more 🚀

Documentation

Public documentation for the FiftyOne Brain is available here.

Installation

The FiftyOne Brain is distributed via the fiftyone-brain package, and a suitable version is automatically included with every fiftyone install:

pip install fiftyone
pip show fiftyone-brain

Installing from source

If you wish to do a source install of the latest FiftyOne Brain version, simply clone this repository:

git clone https://github.com/voxel51/fiftyone-brain
cd fiftyone-brain

and run the install script:

# Mac or Linux
bash install.bash

# Windows
.\install.bat

Developer installation

If you are a developer contributing to this repository, you should perform a developer installation using the -d flag of the install script:

# Mac or Linux
bash install.bash -d

# Windows
.\install.bat -d

Check out the contribution guide to get started.

Uninstallation

pip uninstall fiftyone-brain

Repository layout

fiftyone/brain/ definition of the fiftyone.brain namespace
requirements/ Python requirements for the project
tests/ tests for the various components of the Brain

Citation

If you use the FiftyOne Brain in your research, please cite the project:

@article{moore2020fiftyone,
  title={FiftyOne},
  author={Moore, B. E. and Corso, J. J.},
  journal={GitHub. Note: https://github.com/voxel51/fiftyone-brain},
  year={2020}
}

fiftyone-brain dependencies

numpy scikit-learn

FAQs

What is fiftyone-brain?

FiftyOne Brain. Visit Snyk Advisor to see a full health score report for fiftyone-brain, including popularity, security, maintenance & community analysis.

Is fiftyone-brain popular?

The python package fiftyone-brain receives a total of 25,743 weekly downloads. As such, fiftyone-brain popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is fiftyone-brain well maintained?

We found that fiftyone-brain demonstrated a healthy version release cadence and project activity. It has a community of 20 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is fiftyone-brain safe to use?

The python package fiftyone-brain was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 25 December-2024, at 02:09 (UTC).

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fiftyone-brain

FiftyOne Brain For more information about how to use this package see README

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Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

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Package

Readme

Documentation

Installation

Installing from source

Developer installation

Uninstallation

Repository layout

Citation

fiftyone-brain dependencies

FAQs

What is fiftyone-brain?

Is fiftyone-brain popular?

Is fiftyone-brain well maintained?

Is fiftyone-brain safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

Documentation

Installation

Installing from source

Developer installation

Uninstallation

Repository layout

Citation

fiftyone-brain dependencies

FAQs

What is fiftyone-brain?

Is fiftyone-brain popular?

Is fiftyone-brain well maintained?

Is fiftyone-brain safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues