Merging dev branch #1
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…#2989) * Add a failing test for init and reparam inside plate * Address comments
* Learn white_vec in AutoGaussian * Fix bugs * Link to issue * Attempt to fix AutoGaussian dispatch * Fix some tests * Speed up test_median * Support more temperatures * Add xfailing tests * Fix bug excluding obs sites from prototype_trace * Fix more bugs * Fix more tests * Add failing test of elbo gradient * lint * Make test less trivial * Strengthen tests, make AutoGaussian abstract * Add has_rsample kwarg to pyro.factor * Fix tests * Add has_rsample kwarg to pyro.factor * Require specification of has_rsample for pyro.factor in guides * Remove debug statement * Update AutoGaussian * Fix scanvi example * Fix tests * Fix profiling test * Remove experimental code * Bump funsor version * Pin to Funsor 0.4.2
* Add a new language introduction tutorial derived from the Bayesian regression tutorials * Address coments * Address comments 2 * Address more comments, add intro and conclusion * Fix some conclusion text and links * smoke test * Address comments, add table of contents * Fix seaborn warnings * tweak text and fix ylim * nits * rename * remove all references to old intro tutorials * update index * Add notes about deprecation to old intros * fix code links * Fix more sphinx errors * fix yet another sphinx error... * add a couple sentences about elbo estimators * fix weird commit?? * Speed up inference * Remove obsolete comment * regenerate plots * address comments Co-authored-by: Fritz Obermeyer <fritz.obermeyer@gmail.com>
* Bump version in __init__.py * Run scripts/update_version.py * Fix stale version * Update versions
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