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EarthyScience
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HybridVariationalInference.jl
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#40
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Commits on May 12, 2026
improve penalty tutorial
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computing cost on test_data in callback
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chaning n_site for train + test data
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allow test_data to have more entries than the five used by HVI
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utility functions
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docu
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start to work on random effects for sites
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random effects in cost functions
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Commits on Jun 13, 2026
start sampling random effect during prediction without known site
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random effects computer constructed in Solver
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implement get_choleskyΣ_ranef(RandomEffect)
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remove priors on mean theta
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factor out compute_entropyζ_from_σ from elbo
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make predict_hvi return also logdetjac of transformations
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take care of frac_cluster in sample_posterior
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implement predict_hvi_and_compute_elbo_components
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make logdensity function return a vector per site
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Commits on Jun 23, 2026
assemble sitespecific elbo components
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test columwise logden_normal
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simplify neg_logden_indep_normal with multiplying by is_finite_obs
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implmenet WeightedDataLoader
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rename i_sites to i_sites_train
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update tutorials
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fix frac_cluster on i_sites_train[1] == 0, i.e. untrained site
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rename i_sites_train to itrain_sites
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import CommonSolve solve
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typos
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add DocStrings for HybridPointSolver and HybridPosteriorSolver
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