…ulator_expected_output

FIX: correctly count positive class frequency in UnivariateProbabilitySimulator

# Conflicts:
#	test/test/facet/test_inspection.py
#	test/test/facet/test_simulation.py

…obabilitySimulator (#303)

* FIX: do not use subsample index to get actual targets in univ.prob.sim.

* TEST: update unit test for UnivariateProbabilitySimulator

* DOC: update release notes

BUILD: release FACET 1.1.1

…up (#306)

…#307)

# Conflicts:
#	src/facet/__init__.py

# Conflicts:
#	src/facet/__init__.py

# Conflicts:
#	azure-pipelines.yml
#	environment.yml
#	pyproject.toml
#	src/facet/__init__.py

* API: make method FittableMixin.ensure_fitted public

* API: remove method CandidateEstimatorDF.fit_predict()

* API: bump min Python version to 3.7 and max python version to 3.9

* BUILD: update version requirements in pyproject.toml

* BUILD: remove facet.crossfit from meta.yaml and add facet.data

* BUILD: update black to v22.1

* BUILD: update environment.yml

* BUILD: add first part of mypy support

* BUILD: introduce minor changes

* BUILD: refactor inspection methods

* BUILD: add py.typed file

* BUILD: drop python 3.6 support

* REFACTOR: streamline code for affinity matrix calculations

* API: remove unsupported method fit_predict from CandidateEstimatorDF

* FIX: call candidate.predict(), not candidate.predic()

* API: raise exception on CandidateEstimatorDF.xyz() with empty candidate

* API: make type of CandidateEstimatorDF's 'candidate' param more specific

* BUILD: apply review

* API: pass explainer + interactions flag to ExplainerJob not explainer_fn

* API: remove redundant arg explainer from __feature_affinity_matrix()

* REFACTOR: use to_list with the 'optional' flag

* BUILD: add cast for output_name

* API: make method FittableMixin.ensure_fitted public

* BUILD: update environment.yml

* BUILD: update pre-commit config to load pytools and sklearndf for mypy

* API: remove obsolete code to compute the std of affinity scores

* API: remove obsolete properties RangePartitioner.…_bound

* FIX: ensure_fitted() is now a public method

* FIX: address remaining mypy errors

Co-authored-by: Jan Ittner <[email protected]>

* API: remove class FullSampleValidator

* DOC: update release notes

* DEBUG: list all pip versions
* BUILD: build matplotlib and shap from source to prevent numpy C API clash
* BUILD: add a comment for install_command option in tox.ini
* DOC: add comments to tox.ini