Jax-fdm

Added

- Implemented `SecondOrderOptimizer`, which computes the hessian of a loss function.
- Added support for the `NetwtonCG` and `LBFGSB` scipy optimizers.
- Created `NodeSegmentGoal`
- Implemented `closest_point_on_segment` using `lax.cond`

Changed

- Pinned viewer dependency to `compas_view2==0.7.0`

Removed

- Removed `Viewer.__init__()`

Added

- Added `datastructures.FDNetwork.transformed()`
- Created `visualization.plotters.FDNetworkPlotterArtist`
- Implemented `visualization.plotters.Plotter`

Changed

Removed

Added

Changed

- Rolled back support for python `3.7`.

Removed

Added

- Implemented `visualization.viewers.Viewer` as a thin wrapper around `compas_view2.App`.
- Created `visualization.plotters.LossPlotter`.
- Implemented `visualization.viewers.FDNetworkViewerArtist`.
- Implemented `visualization.artists.FDNetworkArtist`.
- Created `jax_fdm.visualization` module.
- Implemented `FDNetwork.print_stats()`.
- Implemented `FDNetwork.node_reaction()` to get the reaction force at a fixed node.
- Added `FDNetwork.nodes_fixed()` to query nodes with a support.

Changed

Removed

Added

- Created beta release! 🎉 Since we were busy adding new features to JAX FDM, we forgot to log them. Sorry! We promise to do better from here on. Please check the git log (fairly granular) for details on the all the features.

Changed

Removed