Two-and-a-half-years since the last release. How time flies. This is primarily a maintenance release.
Changes since v0.2.4
- @akx, @vladmandic, and @jphan32 fixed up the dependency list and fixed the CI. This resolves the PyPI errors that folks have been seeing. Credit to them for making this release possible.
- Added an SDE-GAN example, as introduced in Neural SDEs as Infinite-Dimensional GANs, Kidger et al. 2021.
- Added the reversible Heun method, as introduced in Efficient and Accurate Gradients for Neural SDEs, Kidger et al. 2021.
See also
Note that Diffrax now comes highly recommended. This is a JAX-based suite of numerical ODE+SDE solvers. For most applications it is more advanced than torchsde. (In particular, it is often several times faster.) Whilst torchsde will continue to exist, new projects should consider this alternative.
New Contributors
- @dhirschfeld made their first contribution in #99
- @jphan32 made their first contribution in #133
- @vladmandic made their first contribution in #137
- @akx made their first contribution in #140
Full Changelog: v0.2.4...v0.2.6
Contributors
akx, dhirschfeld, and 2 other contributors