dtoolai

Reproducible Deep Learning tools and examples


License
MIT
Install
pip install dtoolai==0.1.1

Documentation

dtoolAI - reproducible deep learning

PyPi package

dtoolAI is a library for supporting reproducible deep learning.

Installation

dtoolAI requires Python version 3. It can be installed through pip:

pip install dtoolai

You can also download this repository and install through:

python setup.py install

dtoolAI requires Pytorch - installing this under Windows can be trickier, see the Pytorch getting started guide for details.

Documentation

Primary documentation: https://dtoolai.readthedocs.io/en/latest/

Detailed examples of API use are provided in the notebooks/ directory in this repository.

Tests

Running the tests requires pytest.

To run the faster tests in the test suite, use:

pytest tests/ -m "not slow"

The test suite also includes full end-to-end tests that create datasets, train models and evaluate them on those datasets. These are much slower, to run them use:

pytest tests/