workflow package

Setup project

Use python -m workflow.setup_project to set up a new project as shown below:

mkdir new-project
cd new-project
virtualenv venv -p python3.8
source venv/bin/activate
pip install ml-workflow
python -m workflow.setup_project

pip install -r requirements.txt
pip install -r dev_requirements.txt
pip freeze > dev_requirements.txt

# reactivate environment to find guild
deactivate
source venv/bin/activate

Subpackages

• workflow.functional package
• workflow.ignite package
  • Subpackages
    • workflow.ignite.decorators package
    • workflow.ignite.handlers package
    • workflow.ignite.handlers.learning_rate package
    • workflow.ignite.metrics package
• workflow.torch package

workflow.figure_to_numpy(figure)

workflow.numpy_seed(seed)

Function decorator that sets a temporary numpy seed during execution