- [Major] Placebo refuter now supports instrumental variable methods
- [Major] Moved matplotlib to an optional dependency. Can be installed using
pip install dowhy[plotting] - [Major] A new method for generating unobserved confounder for refutation
- Dummyoutcomerefuter supports unobserved confounder
- Update to align with EconML's new API
- All refuters now support control and treatment values for continuous treatments
- Better logging configuration
A big thanks to @Arshiaarya, @n8sty, @moprescu and @vojavocni for their contributions!