View noah-vega on Snyk Open Source Advisor

Package Health Score

51 / 100

security
No known security issues
popularity
Small
maintenance
Inactive
community
Sustainable

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van
36

Popularity

Small

GitHub Stars: 842
Forks: 175
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package noah-vega, we found that it has been starred 842 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Sep 29, 2022
Direct Vulnerabilities: 0
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0
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0
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0
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Indirect Vulnerabilities: 0
C
0
H
0
M
0
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License Risk: 0
H
0
M
0
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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

No Recent Commits

Open Issues: 51
Open PR: 1
Last Release: 2 years ago
Last Commit: 2 years ago

Further analysis of the maintenance status of noah-vega 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 noah-vega 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

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 30
Funding: No

With more than 10 contributors for the noah-vega 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 noah-vega is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.6

Age: 4 years
Latest Release: 2 years ago
Dependencies: 13 Direct
Versions: 15
Maintainers: 1
Wheels: OS Independent

Readme

Vega ver1.8.5 released:

Introduction

Vega is an AutoML algorithm tool chain developed by Noah's Ark Laboratory, the main features are as follows:

Full pipeline capabilities: The AutoML capabilities cover key functions such as Hyperparameter Optimization, Data Augmentation, Network Architecture Search (NAS), Model Compression, and Fully Train. These functions are highly decoupled and can be configured as required, construct a complete pipeline.
Industry-leading AutoML algorithms: Provides Noah's Ark Laboratory's self-developed industry-leading algorithms (Benchmark) and Model Zoo to download the State-of-the-art (SOTA) models.
Fine-grained network search space: The network search space can be freely defined, and rich network architecture parameters are provided for use in the search space. The network architecture parameters and model training hyperparameters can be searched at the same time, and the search space can be applied to Pytorch, TensorFlow and MindSpore.
High-concurrency neural network training capability: Provides high-performance trainers to accelerate model training and evaluation.
Multi-Backend: PyTorch, TensorFlow, MindSpore.

Installation

Install Vega and the open source softwares that Vega depends on:

pip3 install --user --upgrade noah-vega

Cooperation and Contribution

Welcome to use Vega. If you have any questions or suggestions, need help, fix bugs, contribute new algorithms, or improve the documentation, submit an issue in the community. We will reply to and communicate with you in a timely manner.

noah-vega dependencies

click dill distributed numpy opencv-python pandas pillow psutil pyyaml pyzmq scikit-learn scipy thop

FAQs

What is noah-vega?

AutoML Toolkit. Visit Snyk Advisor to see a full health score report for noah-vega, including popularity, security, maintenance & community analysis.

Is noah-vega popular?

The python package noah-vega receives a total of 157 weekly downloads. As such, noah-vega popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is noah-vega well maintained?

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

Is noah-vega safe to use?

The python package noah-vega 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 1 November-2024, at 00:27 (UTC).

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AutoML Toolkit For more information about how to use this package see README

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Readme

noah-vega dependencies

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