Utilities for deep learning on multimodal data.
Project description
visiontext
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/
pip install visiontext
Full build
Additionally requires libjpeg-turbo and sqlite
pip install visiontext[full]
Dev install
Clone repository and cd into, then:
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
Project details
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