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Release v0.4.0 (with new pytorch-lightning based API)

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@cweniger cweniger released this 09 Nov 22:15
· 36 commits to master since this release

Release of Swyft with pytorch-lightning based API.

What's changed

  • Training is handled by pytorch-lightning
  • More flexible inference network architectures (enabling training of conditional ratios, ratios of different variables, etc)
  • New simulation model based on definition of the full graphical model
  • New ZarrStore for parallel simulations
  • More efficient handling of coverage tests

See tutorial notebooks for example use-cases.

What's next

  • Incorporation of all Swyft v0.3.x functionality (violin plots, etc)

Full Changelog: v0.3.2...v0.4.0