docs: document Bayesian-FPDE lambda posterior selection#1
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Summary
Document the new Bayesian-FPDE feature for building a posterior over
lambda_hybcandidates and explaining with the posterior-mean mixture weight.Changes
index.mdx.method-overview.mdxcovering theBeta(alpha, beta)prior, likelihood temperature, posterior mean, MAP, and credible interval.api-reference.mdxforselect_bayesian_lambda,explain_one_bayesian,explain_batch_bayesian,explain_matrix_bayesian, and the newBayesianFPDELambdaSelectionResultresult type.examples.mdxshowing how to callselect_bayesian_lambdaandexplain_one_bayesian.Context
Source change: fpde-xai/fpde#1 — Bayesian-FPDE.