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DeepXDE v1.12.0

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@lululxvi lululxvi released this 24 Jul 15:28
· 65 commits to master since this release
v1.12.0
439039c
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Learn about vigilant mode.

Areas of improvement

  • EarlyStopping callback supports a new argument start_from_epoch
  • Backend TensorFlow v1/v2: Fix many codes to match the new TensorFlow APIs and Keras 3
  • Backend Tensorflow v1: DeepONet and DeepONetCartesianProd support dropout
  • Backend PyTorch: Fix the L-BFGS code to support PyTorch 2.x
  • Backend Paddle: Fix the L-BFGS code
  • Backend Paddle: DeepONetCartesianProd supports multiple outputs
  • Backend JAX: Support callback VariableValue
  • Documentation improvements

New APIs

  • dde.data.PDEOperator supports resample_train_points

Thanks to all the contributors to this release!

@bonneted @vnikoofard @vl-dud @tjboise @HydrogenSulfate @agniv-the-marker @lululxvi @lijialin03 @DecoderLiu @anranjiao

Contributors

lululxvi, vnikoofard, and 8 other contributors
Assets 2
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