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6 changes: 6 additions & 0 deletions RELEASES.md
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# Releases


## 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.
Expand All @@ -12,8 +13,13 @@ This new release adds support for sparse cost matrices and a new lazy EMD solver
- Migrate backend from deprecated `scipy.sparse.coo_matrix` to modern `scipy.sparse.coo_array` (PR #782)
- Geomloss function now handles both scalar and slice indices for i and j (PR #785)
- Add support for sparse cost matrices in EMD solver (PR #778, Issue #397)
<<<<<<< HEAD
- Added UOT1D with Frank-Wolfe in `ot.unbalanced.uot_1d` (PR #765)
- Add Sliced UOT and Unbalanced Sliced OT in `ot/unbalanced/_sliced.py` (PR #765)
=======
- Add cost functions between linear operators following
[A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems](https://arxiv.org/pdf/2509.24920) (PR #792)
>>>>>>> 8d13c55 (edits as per PR #792)

#### Closed issues

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1 change: 1 addition & 0 deletions docs/source/all.rst
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Expand Up @@ -34,6 +34,7 @@ API and modules
plot
regpath
sliced
sgot
smooth
stochastic
unbalanced
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