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New Gibbs sampler using `condition` (#2099) * initial work on the new gibbs sampler * added tests for the new Gibbs sampler * added tests for new Gibbs * new Gibbs is now sampling (correctly) sequentially * let's not overload merge just yet * export GibbsV2 + added more samplers to the tests * added TODO comment * removed lots of varinfo related merging functionality that is now available in DynamicPPL * shifting some code around * removed redundant constructor for GibbsV2 * added GibbsContext which is similar to FixContext but also computes the log-prob of the fixed variables * adopted the rerun mechanism in Gibbs for GibbsV2, thus fixing the issues with some of the tests for GibbsV2 * broken tests are no longer broken * fix issues with dot_tilde_* impls for GibbsContext * fix for dot_tilde_assume when using GibbsContext * fixed re-running of models for Gibbs sampling properly this time * added new gibbs to tests * added some further comments on why we need `GibbsContext` * went back to using `DynamicPPL.condition` rather than using custom `GibbsContext` while we wait for https://github.com/TuringLang/DynamicPPL.jl/pull/563 to be merged * add concrete comment about reverting changes for `gibbs_condition` * Update test/mcmc/gibbs_new.jl Co-authored-by: Hong Ge <3279477+yebai@users.noreply.github.com> * fixed recursive definition of `condition` varinfos * use `fix` instead of `condition` * Revert "use `fix` instead of `condition`" This reverts commit f87e2d119. * rmeoved unnused symbol * Revert "went back to using `DynamicPPL.condition` rather than using custom" This reverts commit 53bd7072d. * bump compat entry of DynamicPPL so we can overload acclogp! * update assume for SMC samplers to make use of new `acclogp!` * added proper impl of acclogp!! for SMC samplers + made accessing task local v... (continued)
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