paddlehub

v2.4.0

A toolkit for managing pretrained models of PaddlePaddle and helping user getting started with transfer learning more efficiently. For more information about how to use this package see README

Latest version published 12 months ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

62 / 100

security
Security review needed
popularity
Recognized
maintenance
Sustainable
community
Sustainable

Explore Similar Packages

Popularity

Recognized

GitHub Stars: 12.67K
Forks: 2.07K
Contributors: 70

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package paddlehub, we found that it has been starred 12,669 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Sep 20, 2023
Direct Vulnerabilities: 0
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0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
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License Risk: 0
H
16
M
0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

We found a way for you to contribute to the project! Looks like paddlehub is missing a security policy.

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Maintenance

Sustainable

Commit Frequency

Open Issues: 571
Open PR: 9
Last Release: 12 months ago
Last Commit: 1 month ago

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

We found that paddlehub demonstrates a positive version release cadence with at least one new version released in the past 12 months.

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: No
Contributing.md: No
Code of Conduct: No
Contributors: 70
Funding: No

With more than 10 contributors for the paddlehub 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 paddlehub is missing a Code of Conduct.

How about a good first contribution to this project? It seems that paddlehub is missing a README file.

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Package

Python Versions Compatibility: ==3.6.*, ==3.7.*, ==3.8.*

Age: 5 years
Latest Release: 12 months ago
Dependencies: 19 Direct / 107 Total
Versions: 49
Maintainers: 1
Wheels: OS Independent

Not sure how to use paddlehub?

To help you get started, we've collected the most common ways that paddlehub is being used within popular public projects.

PaddlePaddle / PaddleHub / tests / modules / test_simnet.py View on Github

#coding:utf-8
import paddlehub as hub

simnet_bow = hub.Module(name="simnet_bow")
test_text_1 = ["这道题太难了", "这道题太难了", "这道题太难了"]
test_text_2 = ["这道题是上一年的考题", "这道题不简单", "这道题很有意思"]

inputs = {"text_1": test_text_1, "text_2": test_text_2}
results = simnet_bow.similarity(data=inputs)

max_score = -1
result_text = ""
for result in results:
    if result['similarity'] > max_score:
        max_score = result['similarity']
        result_text = result['text_2']

print("The most matching with the %s is %s" % (test_text_1[0], result_text))

View more ways to use paddlehub

paddlehub dependencies

colorama colorlog easydict filelock flask gradio gunicorn matplotlib numpy opencv-python packaging paddle2onnx paddlenlp pillow pyyaml pyzmq rarfile tqdm visualdl

FAQs

What is paddlehub?

A toolkit for managing pretrained models of PaddlePaddle and helping user getting started with transfer learning more e... Visit Snyk Advisor to see a full health score report for paddlehub, including popularity, security, maintenance & community analysis.

Is paddlehub popular?

The python package paddlehub receives a total of 2,032 weekly downloads. As such, paddlehub popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is paddlehub well maintained?

We found indications that paddlehub maintenance is sustainable demonstrating some project activity. We saw a total of 70 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is paddlehub safe to use?

While scanning the latest version of paddlehub, 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 16 September-2024, at 19:09 (UTC).

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