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metaflow-helper

Convenience utilities for common machine learning tasks on Metaflow

PyPI version

Unit tests Examples
Build Build
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Quickstart

You can run the model selection tournament immediately like this. Install a convenience package called metaflow-helper.

git clone https://github.com/fwhigh/metaflow-helper.git
cd metaflow-helper
python -m pip install .

Then run a Metaflow example. Examples need a few more packages, including Metaflow itself, which metaflow-helper doesn’t currently require.

python -m pip install -r example-requirements.txt
python examples/model-selection/train.py run

You can visualize the example flow.

python examples/model-selection/train.py output-dot | dot -Grankdir=TB -Tpng -o model-selection-flow.png

Release procedure

  1. Bump VERSION in setup.py. This should contain the new version without the v
  2. Run git tag -a v0.0.1 -m "Release v0.0.1" with VERSION version number
  3. Run git commit -a -m "Release v0.0.1" with VERSION version number
  4. Optional: run make package
  5. Run git push origin v0.0.1