Releases: sbi-dev/sbi
Releases · sbi-dev/sbi
v0.13.2
v0.13.1
v0.13.0
- Conditional distributions and correlations for analysing the posterior (#321)
- Moved rarely used arguments from pairplot into kwargs (#321)
- Sampling from conditional posterior (#327)
- Allow inference with multi-dimensional x when appropriate embedding is passed (#335)
- Fixes a bug with clamp_and_warn not overriding num_atoms for SNRE and the warning message itself (#338)
- Compatibility with Pyro 1.4.0 (#339)
- Speed up posterior rejection sampling by introducing batch size (#340, #343)
- Allow vectorized evaluation of numpy potentials (#341)
- Adds vectorized version of numpy slice sampler which allows parallel log prob evaluations across all chains (#344)
v0.12.2
- Bug fix for zero simulations in later rounds (#318)
- Bug fix for sbi.utils.sbiutils.Standardize; mean and std are now registered in state dict (thanks @plcrodrigues, #325)
- Tutorials on embedding_net and presimulated data (thanks @plcrodrigues, #314, #318)
- FAQ entry for pickling error
v0.12.1
v0.12.0
- Add FAQ (#293)
- Fix bug in embedding_net when output dimension does not equal input dimension (#299)
- Expose arguments of functions used to build custom networks (#299)
- Implement non-atomic APT (#301)
- Depend on pyknos 0.12 and nflows 0.12
- Improve documentation (#302, #305, thanks to @agramfort)
- Fix bug for 1D uniform priors (#307).
v0.11.2
- Fixed pickling of SNRE by moving StandardizeInputs (#291)
- Added check to ensure correct round number when presimulated data is provided
- Subclassed Posterior depending on inference algorithm (#282, #285)
- Pinned pyro to v1.3.1 as a temporary workaround (see #288)
- Detaching weights for MCMC SIR init immediately to save memory (#292)