analytics-zoo-serving

v0.11.2

A unified Data Analytics and AI platform for distributed TensorFlow, Keras, PyTorch, Apache Spark/Flink and Ray For more information about how to use this package see README

Latest version published 3 years ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

48 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Sustainable

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Popularity

Small

GitHub Stars: 18
Forks: 4
Contributors: 100

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package analytics-zoo-serving, we found that it has been starred 18 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Jan 25, 2022
Direct Vulnerabilities: 0
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Indirect Vulnerabilities: 0
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License Risk: 0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

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Maintenance

Inactive

Commit Frequency

Open Issues: 406
Open PR: 0
Last Release: 3 years ago
Last Commit: 1 month ago

Further analysis of the maintenance status of analytics-zoo-serving 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 analytics-zoo-serving 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: Yes
Code of Conduct: No
Contributors: 100
Funding: No

With more than 10 contributors for the analytics-zoo-serving 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 analytics-zoo-serving is missing a Code of Conduct.

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Package

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

Age: 4 years
Latest Release: 2 years ago
Dependencies: 5 Direct / 17 Total
Versions: 376
Maintainers: 0
Wheels: OS Independent

Readme

Analytics Zoo: A unified Data Analytics and AI platform for distributed TensorFlow, Keras, PyTorch, Apache Spark/Flink and Ray.

You may want to develop your AI solutions using Analytics Zoo if:

You want to easily prototype the entire end-to-end pipeline that applies AI models (e.g., TensorFlow, Keras, PyTorch, BigDL, OpenVINO, etc.) to production big data.
You want to transparently scale your AI applications from a laptop to large clusters with "zero" code changes.
You want to deploy your AI pipelines to existing YARN or K8S clusters WITHOUT any modifications to the clusters.
You want to automate the process of applying machine learning (such as feature engineering, hyperparameter tuning, model selection and distributed inference).

Find instructions to install analytics-zoo via pip, please visit our documentation page: https://analytics-zoo.github.io/master/#PythonUserGuide/install/

For source code and more information, please visit our GitHub page: https://github.com/intel-analytics/analytics-zoo

analytics-zoo-serving dependencies

httpx opencv-python pyarrow pyyaml redis

FAQs

What is analytics-zoo-serving?

A unified Data Analytics and AI platform for distributed TensorFlow, Keras, PyTorch, Apache Spark/Flink and Ray. Visit Snyk Advisor to see a full health score report for analytics-zoo-serving, including popularity, security, maintenance & community analysis.

Is analytics-zoo-serving popular?

The python package analytics-zoo-serving receives a total of 2,665 weekly downloads. As such, analytics-zoo-serving popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is analytics-zoo-serving well maintained?

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

Is analytics-zoo-serving safe to use?

While scanning the latest version of analytics-zoo-serving, 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 11 December-2024, at 23:39 (UTC).

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