travisjungroth / metaflow-helper

Convenience utilities for common machine learning tasks on Metaflow

metaflow-helper

Convenience utilities for common machine learning tasks on Metaflow

Unit tests	Examples

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