View batchgenerators on Snyk Open Source Advisor

Package Health Score

69 / 100

security
Security review needed
popularity
Recognized
maintenance
Sustainable
community
Sustainable

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Popularity

Recognized

GitHub Stars: 1.1K
Forks: 223
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package batchgenerators, we found that it has been starred 1,103 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Nov 7, 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

Sustainable

Commit Frequency

Open Issues: 36
Open PR: 12
Last Release: 1 month ago
Last Commit: 1 month ago

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

We found that batchgenerators 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

Sustainable

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

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

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

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Package

Python Versions Compatibility: Unspecified

Age: 6 years
Latest Release: 1 month ago
Dependencies: 7 Direct / 16 Total
Versions: 16
Maintainers: 0
Wheels: No

Not sure how to use batchgenerators?

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

MIC-DKFZ / basic_unet_example / datasets / three_dim / data_augmentation.py View on Github

if mode == "train":
        transform_list = [CenterCropTransform(crop_size=target_size),
                          ResizeTransform(target_size=target_size, order=1),
                          MirrorTransform(axes=(2,)),
                          SpatialTransform(patch_size=(target_size, target_size, target_size), random_crop=False,
                                           patch_center_dist_from_border=target_size // 2,
                                           do_elastic_deform=True, alpha=(0., 1000.), sigma=(40., 60.),
                                           do_rotation=True,
                                           angle_x=(-0.1, 0.1), angle_y=(0, 1e-8), angle_z=(0, 1e-8),
                                           scale=(0.9, 1.4),
                                           border_mode_data="nearest", border_mode_seg="nearest"),
                          ]

    elif mode == "val":
        transform_list = [CenterCropTransform(crop_size=target_size),
                          ResizeTransform(target_size=target_size, order=1),
                          ]

    elif mode == "test":
        transform_list = [CenterCropTransform(crop_size=target_size),
                          ResizeTransform(target_size=target_size, order=1),
                          ]

    transform_list.append(NumpyToTensor())

    return Compose(transform_list)

View more ways to use batchgenerators

batchgenerators dependencies

future pandas scikit-image scikit-learn scipy threadpoolctl unittest2

FAQs

What is batchgenerators?

Data augmentation toolkit. Visit Snyk Advisor to see a full health score report for batchgenerators, including popularity, security, maintenance & community analysis.

Is batchgenerators popular?

The python package batchgenerators receives a total of 8,056 weekly downloads. As such, batchgenerators popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is batchgenerators well maintained?

We found indications that batchgenerators maintenance is sustainable demonstrating some project activity. We saw a total of 30 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is batchgenerators safe to use?

While scanning the latest version of batchgenerators, 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 22 December-2024, at 03:33 (UTC).

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batchgenerators

Data augmentation toolkit For more information about how to use this package see README

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Security

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Community

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Package

Not sure how to use batchgenerators?

batchgenerators dependencies

FAQs

What is batchgenerators?

Is batchgenerators popular?

Is batchgenerators well maintained?

Is batchgenerators safe to use?

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Fix identified vulnerabilities

Monitor for new issues

Package Health Score

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Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Not sure how to use batchgenerators?

batchgenerators dependencies

FAQs

What is batchgenerators?

Is batchgenerators popular?

Is batchgenerators well maintained?

Is batchgenerators 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

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