Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/simon-ging/visiontext

Utilities for deep learning on multimodal data.

https://github.com/simon-ging/visiontext

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.6%) to scientific vocabulary
Last synced: 9 months ago · JSON representation

Repository

Utilities for deep learning on multimodal data.

Basic Info
  • Host: GitHub
  • Owner: simon-ging
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 809 KB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 2 years ago · Last pushed 11 months ago
Metadata Files
Readme License

README.md

visiontext

minimal build 3.10 status minimal build 3.12 status
full build 3.10 status full build 3.12 status
coverage version

Utilities for deep learning on multimodal data.

  • jupyter notebooks / jupyter lab / ipython
  • matplotlib
  • pandas
  • webdataset / tar
  • pytorch

Install

Requires python>=3.10, requires pytorch to be installed already, see https://pytorch.org/

bash pip install visiontext

Full build

Additionally requires libjpeg-turbo and sqlite

bash pip install visiontext[full]

Dev install

Clone repository and cd into, then:

```bash pip install pytest pytest-cov pylint black[jupyter] pylint visiontext pylint tests

full build

pip install -e .[full] python -m pytest --cov

minimal build

pip install -e . python -m pytest --cov -m "not full"

```

Changelog

  • 0.23.1: Drop python 3.8 support since PyTorch dropped it. Set minimum python version as 3.10.
    • PyTorch disabled the install via conda, change builds to install PyTorch CPU via pip.
  • 0.10.1: Test with python 3.12
  • 0.8.1: Set minimum python version to 3.8 since PyTorch requires it

Owner

  • Name: S. Ging
  • Login: simon-ging
  • Kind: user
  • Location: Germany
  • Company: University of Freiburg, Department of Computer Science

MSc 03/2021: Attention-based Video Captioning. Other interests: Joint Video-text Understanding, Unsupervised Learning, Python, React.

GitHub Events

Total
  • Push event: 28
Last Year
  • Push event: 28

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 607 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 101
  • Total maintainers: 1
pypi.org: visiontext

Utilities for deep learning on multimodal data.

  • Versions: 101
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 607 Last month
Rankings
Dependent packages count: 9.5%
Average: 38.8%
Dependent repos count: 68.1%
Maintainers (1)
gings
Last synced: 10 months ago