feat: Add Bayesian Ridge Regression with uncertainty quantification#62
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Remove scripts/logs/log and tests/logs/log from tracking - Update .gitignore to use **/logs/ pattern to match all log directories Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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Summary
bayesian_ridgemodel type to the linear regression module with built-in uncertainty estimationKey Changes
lt_forecasting/forecast_models/LINEAR_REGRESSION.py: Extended with BayesianRidge model type, TransformedTargetRegressor for proper target scaling, and quantile prediction outputslt_forecasting/forecast_models/SciRegressor.py: Updated interface to support new model outputstests/functionality/test_linear_regression.py: Added comprehensive tests for the linear regression modulescripts/seasonal_forecast_vis.py: Refactored visualization scriptsscripts/gp_seasonal_forecast.py: Added GP-based seasonal forecasting scriptTest plan
uv run pytest tests/functionality/test_linear_regression.py -v🤖 Generated with Claude Code