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v0.2.0: Temporal fill modes, PeriodEmbedding, CogVideoX

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@JacobFV JacobFV released this 31 Mar 06:31
· 100 commits to develop since this release
v0.2.0
0157af6

What's new

  • Temporal fill modes (DROP, HOLD, INTERPOLATE) for cross-frequency attention connections
  • PeriodEmbedding — learned embedding indexed by log-bucketed temporal period
  • Higher-order IDW interpolation via interpolation_order on Connection
  • CogVideoX backbone-native attention type
  • Mamba readout refactored from pooled-mean to query-based attention
  • Block-weighted mean period for coarse-grained field computation
  • Period-aware fill resolution in real-time space

Behavior change

HOLD is now the default temporal fill mode. Previously, out-of-bounds temporal connections silently dropped. Use TemporalFill.DROP for the old behavior.

Stats

  • 239 tests, all passing
  • Full backward compatibility with v0.1.x
Assets 2
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