Merge current dev branch - Githubissues

undark-lab / swyft

A system for scientific simulation-based inference at scale.

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Merge current dev branch #115

Closed cweniger closed 1 year ago

cweniger commented 1 year ago

Fixes:

Math in docstrings
Functionality of LogRatioEstimator_1dim_Gaussian, added minstd argument for stability
Fix tqdm progress bars in notebooks

Enhancements:

Automatic plot axes assignment
LogRatioEstimators can take different summaries for different ratios
Coverage estimation uses noisy logratios in order to make coverage plots useful for classification problems