Metadata-Version: 2.1
Name: visiontext
Version: 0.17.2
Summary: Utilities for deep learning on multimodal data.
Author: simon-ging
License: Apache-2.0
Project-URL: Project-URL, https://github.com/simon-ging/visiontext
Keywords: python,jupyter,notebook,lab,ipython,html,pandas,matplotlib,pytorch,numpy
Platform: any
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Operating System :: OS Independent
Classifier: Topic :: Software Development :: Version Control :: Git
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: ipython
Requires-Dist: packg
Requires-Dist: numpy
Requires-Dist: scipy
Requires-Dist: matplotlib
Requires-Dist: seaborn
Requires-Dist: jupyter
Requires-Dist: notebook
Requires-Dist: itables
Requires-Dist: ipdb
Requires-Dist: nltk
Requires-Dist: pandas
Requires-Dist: pyinstrument
Requires-Dist: nvidia-ml-py3
Requires-Dist: psutil
Requires-Dist: h5py
Requires-Dist: pillow
Requires-Dist: termcolor
Requires-Dist: chardet
Requires-Dist: spacy
Requires-Dist: lmdb
Requires-Dist: msgpack
Requires-Dist: pydub
Provides-Extra: full
Requires-Dist: pyturbojpeg; extra == "full"
Requires-Dist: opencv-python; extra == "full"

# visiontext

<p align="center">
<a href="https://github.com/simon-ging/visiontext/actions/workflows/build-py38-cpu.yml">
  <img alt="minimal build 3.8 status" title="build 3.8 status" src="https://img.shields.io/github/actions/workflow/status/simon-ging/visiontext/build-py38-cpu.yml?branch=main&label=minimal%20build%203.8%20cpu" />
</a>
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  <img alt="minimal build 3.10 status" title="build 3.10 status" src="https://img.shields.io/github/actions/workflow/status/simon-ging/visiontext/build-py310-cpu.yml?branch=main&label=minimal%20build%203.10%20cpu" />
</a>
<a href="https://github.com/simon-ging/visiontext/actions/workflows/build-py312-cpu.yml">
  <img alt="minimal build 3.12 status" title="build 3.12 status" src="https://img.shields.io/github/actions/workflow/status/simon-ging/visiontext/build-py312-cpu.yml?branch=main&label=minimal%20build%203.12%20cpu" />
</a>
<br />
<a href="https://github.com/simon-ging/visiontext/actions/workflows/build-py38-cpu.yml">
  <img alt="full build 3.8 status" title="build 3.8 status" src="https://img.shields.io/github/actions/workflow/status/simon-ging/visiontext/build-py38-cpu-full.yml?branch=main&label=full%20build%203.8%20cpu" />
</a>
<a href="https://github.com/simon-ging/visiontext/actions/workflows/build-py310-cpu.yml">
  <img alt="full build 3.10 status" title="build 3.10 status" src="https://img.shields.io/github/actions/workflow/status/simon-ging/visiontext/build-py310-cpu-full.yml?branch=main&label=full%20build%203.10%20cpu" />
</a>
<a href="https://github.com/simon-ging/visiontext/actions/workflows/build-py312-cpu.yml">
  <img alt="full build 3.12 status" title="build 3.12 status" src="https://img.shields.io/github/actions/workflow/status/simon-ging/visiontext/build-py312-cpu-full.yml?branch=main&label=full%20build%203.12%20cpu" />
</a>
<br />
<img alt="coverage" title="coverage" src="https://raw.githubusercontent.com/simon-ging/visiontext/main/docs/coverage.svg" />
<a href="https://pypi.org/project/visiontext/">
  <img alt="version" title="version" src="https://img.shields.io/pypi/v/visiontext?color=success" />
</a>
</p>

Utilities for deep learning on multimodal data.

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

## Install

Requires `python>=3.8` `pytorch` `sqlite`

```bash
pip install visiontext
```

### Full build

Additionally requires `libjpeg-turbo`:

```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

- 0.10.1: Test with python 3.12
- 0.8.1: Set minimum python version to 3.8 since PyTorch requires it
