diff --git a/RELEASE_NOTES.md b/RELEASE_NOTES.md index 9e4939d0..9e2c14e7 100644 --- a/RELEASE_NOTES.md +++ b/RELEASE_NOTES.md @@ -7,6 +7,7 @@ + New feature: TorchSDE integration with Neuromancer core library, namely `torchsde.sdeint()`. Motivating example for system ID on stochastic process found in examples/sdes/sde_walkthrough.ipynb + New feature: Stacked physics-informed neural networks + New feature: SINDy -- sparse system identification of nonlinear dynamical systems ++ New feature: differentiable proximal operators in operator splitting methods for learning to optimize ### Version 1.5.0 Release Notes + New Feature: PyTorch Lightning Integration with NeuroMANCER core library. All these features are opt-in.