Justcause

Latest version: v0.4

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0.4

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- removed dependency to ``causalml`` thus x- and t- learner were removed
- removed dependency to ``rpy`` thus CausalForest method was removed
- removed dependency to ``tensorflow`` thus ganite and dragonnet were removed
- added missing ``requests`` library in dependencies

0.3.2

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- some fixes in usage documentation
- fixed persistent "future annotation"-bug that prevent importing justcause on Python 3.6
- ``generate_data`` handles now CausaFrames as covariates correctly

0.3.1

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- bugfixes in data generator based on IHDP (wrong covariate was used)
- bugfix in evaluation (train/test results were in fact the same)
- Support for lower Python versions (type annotations as used in JustCause were only available for Python >=3.7)

0.3

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- data sets and generators now return a list of CausalFrames instead of iterators
- treatment column is always ``t`` and outcome column always ``y``
- improved and extended documentation

0.2

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- Complete overhaul of everything that was done before in order to have:

- a distributable Python package
- unit tests
- a consistent API
- some documentation
- and much more ;-)

0.1

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- Reflecting the state of the finished bachelor thesis

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