diff --git a/RELEASES.md b/RELEASES.md index 1660913cd..33cc56992 100644 --- a/RELEASES.md +++ b/RELEASES.md @@ -1,5 +1,13 @@ # Releases + +## Upcomming 0.9.7.post1 + +#### New features +The next release will add cost functions between linear operators following [A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems](https://arxiv.org/pdf/2509.24920). + + + ## 0.9.7.dev0 This new release adds support for sparse cost matrices and a new lazy EMD solver that computes distances on-the-fly from coordinates, reducing memory usage from O(n×m) to O(n+m). Both implementations are backend-agnostic and preserve gradient computation for automatic differentiation. diff --git a/ot/sgot.py b/ot/sgot.py new file mode 100644 index 000000000..5811827da --- /dev/null +++ b/ot/sgot.py @@ -0,0 +1,8 @@ +# -*- coding: utf-8 -*- +""" +Optimal transport for linear operators. +""" + +# Author: Sienna O'Shea +# Thibaut Germain +# License: MIT License