Package Health Score

43 / 100

security
Security review needed
popularity
Limited
maintenance
Inactive
community
Sustainable

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Popularity

Limited

GitHub Stars: 188
Forks: 10
Contributors: 2

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package navit-torch, we found that it has been starred 188 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Sep 28, 2023
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

MIT

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 1
Open PR: 1
Last Release: 1 year ago
Last Commit: 10 months ago

Further analysis of the maintenance status of navit-torch 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 navit-torch 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.

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: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 2
Funding: Yes

This project has seen only 10 or less contributors.

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

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Package

Python Versions Compatibility: >=3.6,<4.0

Age: 1 year
Latest Release: 1 year ago
Dependencies: 4 Direct / 13 Total
Versions: 7
Maintainers: 1
Wheels: OS Independent

Readme

NaViT

My implementation of "Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution"

Paper Link

Appreciation

Lucidrains
Agorians

Install

pip install navit-torch

Usage

import torch
from navit.main import NaViT


n = NaViT(
    image_size = 256,
    patch_size = 32,
    num_classes = 1000,
    dim = 1024,
    heads = 16,
    mlp_dim=2048,
    dropout=0.1,
    emb_dropout=0.1,
    token_dropout_prob=0.1
)

images = [
    [torch.randn(3, 256, 256), torch.randn(3, 128, 128)],
    [torch.randn(3, 256, 256), torch.randn(3, 256, 128)],
    [torch.randn(3, 64, 256)]
]

preds = n(images)

Architecture

Todo

License

MIT

Citations

@misc{2307.06304,
Author = {Mostafa Dehghani and Basil Mustafa and Josip Djolonga and Jonathan Heek and Matthias Minderer and Mathilde Caron and Andreas Steiner and Joan Puigcerver and Robert Geirhos and Ibrahim Alabdulmohsin and Avital Oliver and Piotr Padlewski and Alexey Gritsenko and Mario Lučić and Neil Houlsby},
Title = {Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution},
Year = {2023},
Eprint = {arXiv:2307.06304},
}

navit-torch dependencies

einops mgqa torch zetascale

FAQs

What is navit-torch?

navit - Pytorch. Visit Snyk Advisor to see a full health score report for navit-torch, including popularity, security, maintenance & community analysis.

Is navit-torch popular?

The python package navit-torch receives a total of 98 weekly downloads. As such, navit-torch popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is navit-torch well maintained?

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

Is navit-torch safe to use?

While scanning the latest version of navit-torch, 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 27 November-2024, at 03:04 (UTC).

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navit-torch

navit - Pytorch For more information about how to use this package see README

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Package

Readme

NaViT

Appreciation

Install

Usage

Architecture

Todo

License

Citations

navit-torch dependencies

FAQs

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Is navit-torch popular?

Is navit-torch well maintained?

Is navit-torch safe to use?

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Commit Frequency

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Readme

NaViT

Appreciation

Install

Usage

Architecture

Todo

License

Citations

navit-torch dependencies

FAQs

What is navit-torch?

Is navit-torch popular?

Is navit-torch well maintained?

Is navit-torch safe to use?

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Source Code

Open Source

Container

Config

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