Changelog

0.5.0 - 2023-04-26

Renamed smc to mc and mcmc-gan to mcmc, in both the API and CLI. We're not really doing SMC, and the MCMC isn't really a GAN.
Used KDE reflection in the violin plots, to ameliorate the reduction in density near the edges of the support. This was already implemented for the hist plots.
Fixed iteration numbering in plots to start at zero.
Fixed broken pipe when piping dinf-tabulate output to, e.g., head.
Updated the tutorial in the docs.

0.4.0 - 2023-03-15

Removed abc-gan CLI subcommand, and added smc subcommand.
Removed the --resample option for dinf-plot hist.
Implement KDE variance shrinkage.
Added entropy line plot.
Bring dependencies up to date, e.g. fix deprecations.
Lazily import scipy, to improve the CLI lag.
Added dinf tabulate subcommand.

0.3.0 - 2022-08-08

Changed how the CLI is used. Now the model and discriminator are specified with the -m/--model and -d/--discriminator options, even when they are required.
Removed DinfModel.feature_shape.
Simplified Discriminator API.
Add progress bars and do logging with rich.
Fix KDE bandwidth for abc-gan.
Separate the train/test datasets from abc-gan proposals.
Reduce memory use for jobs with millions of simulations.
Remove alfi-mcmc-gan.

0.2.0 - 2022-07-20

Initial release, featuring:

dinf and dinf-plot CLIs,
train, predict, abc-gan, mcmc-gan, alfi-mcmc-gan, pg-gan,
two flavours of feature matrices, dinf-style BinnedHaplotypeMatrix and pg-gan-style HaplotypeMatrix,
two flavours of discriminator networks, dinf-style ExchangeableCNN and pg-gan-style ExchangeablePGGAN, plus multi-population versions of each.

0.1.0 - 2021-12-08

Dummy release to reserve name on Pypi.