v0.22.0

API change

• We have moved sbi to an new github organization: https://github.com/sbi-dev/sbi
• We have changed the website of the sbi docs: https://sbi-dev.github.io/sbi/.
• sbi.analysis.pairplot: upper was replaced by offdiag and will be deprecated in a future release.

Features and enhancements

• size-invariant embedding nets for amortized inference with iid-data (@janfb, #808)
• option for new using MAF with rational quadratic splines (thanks to @ImahnShekhzadeh, #819)
• improved docstring for process_prior (thanks to @musoke, #813)
• extended tutorial for SBI with iid data (@janfb, #857)
• new tutorial for SBI with experimental conditions and mixed data (@janfb, #829)
• New options for pairplot:
  • upper is now called offdiag to match other kwargs.
  • alternating colors for samples and points
  • option to add a legend and pass kwargs for the legend.

Bug fixes

• fixed memory leak in in append_simulations (thanks to @VictorSven, #803)
• bug fix for CNRE (thanks to @bkmi, #815)
• bug fix for iid-inference with posterior ensembles (@janfb, #826)
• bug fix for simulation-based calibration with VI posteriors (@janfb, #834, #838)
• bug fix for BoxUniform device handling (@janfb, #854, #856)
• bug fix for MAP estimates with independent priors (@janfb, #867)
• bug fix for tutorial on SBC (@michaeldeistler, #891)
• fix spurious seeding for simulate_for_sbi (@jan-matthis, #876)
• bump python version of github action tests to 3.9.13 (@michaeldeistler, #888, #900)