Parallelise dummy_outcome_refuter

py-why / dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

https://www.pywhy.org/dowhy

MIT License

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Parallelise dummy_outcome_refuter #1200

Open rahulbshrestha opened 3 weeks ago

rahulbshrestha commented 3 weeks ago

This is a draft PR which parallelises the function refute_dummy_outcome in DummyOutcomeRefuter.

This PR addresses this issue https://github.com/py-why/dowhy/issues/410. Most of the other refute operations were already parallelised in this PR: https://github.com/py-why/dowhy/pull/672.