visiontext


Namevisiontext JSON
Version 0.20.5 PyPI version JSON
download
home_pageNone
SummaryUtilities for deep learning on multimodal data.
upload_time2024-11-07 20:48:31
maintainerNone
docs_urlNone
authorsimon-ging
requires_python>=3.8
licenseApache-2.0
keywords python jupyter notebook lab ipython html pandas matplotlib pytorch numpy
VCS
bugtrack_url
requirements ipython packg numpy scipy matplotlib seaborn jupyter notebook itables ipdb nltk pandas pyinstrument nvidia-ml-py psutil h5py pillow termcolor chardet spacy lmdb msgpack pydub
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # 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>
<a href="https://github.com/simon-ging/visiontext/actions/workflows/build-py310-cpu.yml">
  <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" />
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<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" />
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<br />
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</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" />
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</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`, requires `pytorch` to be installed already, 
see [https://pytorch.org/](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

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

            

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