Alexander März

Update dependencies to latest versions

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Updates all project dependencies to their latest stable versions while maintaining compatibility. ## Changes - Updated 11 dependency versions in setup.py - Used conservative version specifiers (~=) to prevent breaking...

Update Dependencies

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@claude Update the project dependencies to latest versions but ensure it is all working.

feat: Implement Bernstein-Flow distribution

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Add Bernstein-Flow as a new normalizing flow distribution using Bernstein polynomial quantile functions. This provides shape-constrained probabilistic modeling with natural monotonicity preservation. ## Key Features - BernsteinQuantileTransform using Bernstein polynomials...

Add sklearn-compatible interface

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Addresses sktime interface issues (#80) ## Summary ✅ Add XGBoostLSSRegressor with sklearn BaseEstimator interface ✅ Implement automatic distribution detection ✅ Simplify workflow from 6+ steps to standard fit/predict ✅ Update...