Releases
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 )
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