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ChangeLog.txt
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ChangeLog.txt
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- 0.3.0:
- Added: poisson_batchify_data for Poisson subsampling of data sets
- Added: DPSVI.update now accepts a mask indicating padded samples in the batch.
- 0.2.0:
- ! Renamed main package 'dppp' to 'd3p' !
- Upgraded stable numpyro dependency to 0.8.0, removed supported for earlier versions
- Removed support for jax versions prior to v0.2.20.
- Removed support for Python 3.6
- Change: DPSVI now errors if model has mutable state
- Fix: DPSVI perturbation was too large (scaled by minibatch size)
- Fix: dputil.approximate_sigma could enter an infinite loop for some parameters
- Feature: Fast minibatch sampling using Feistel-based CUDA-Shuffle
- Feature: Cryptographically-secure random number generator for DP noise.
- Removed: num_obs_total argument to DPSVI.
- Removed: TunableSVI class.
- Removed: minibatch context handler - superseded by numpyro plate primitive.
- Moved: Routines for sampling from posterior/prior in d3p.svi.
- 0.1.0: Initial not-quite-a-release