v0.3.9

OptimalTransport v0.3.9

Diff since v0.3.8

Merged pull requests:

• Optimal Transport for Multivariate Gaussians (#85) (@davibarreira)
• Move entropic and quadratic regularization to separate files (#93) (@devmotion)

v0.3.8

OptimalTransport v0.3.8

Diff since v0.3.7

Closed issues:

• ForwardDiff errors on differentiating through the output of sinkhorn2 (#86)

Merged pull requests:

• Improve sinkhorn_gibbs (#90) (@devmotion)

v0.3.7

OptimalTransport v0.3.7

Diff since v0.3.6

Merged pull requests:

• Add wasserstein and squared2wasserstein (#91) (@devmotion)

v0.3.6

OptimalTransport v0.3.6

Diff since v0.3.5

Closed issues:

• Dynamic Formulation for OT (#78)

Merged pull requests:

• Add implementation of discrete 1D optimal transport (#88) (@devmotion)

v0.3.5

OptimalTransport v0.3.5

Diff since v0.3.4

Merged pull requests:

• Enable batch computation of OT via Sinkhorn (#67) (@zsteve)
• Add Zenodo badge (#82) (@devmotion)
• Add tests with CUDA (#83) (@devmotion)
• Reorganise sinkhorn_stabilized and sinkhorn_stabilized_epsscaling (#84) (@zsteve)

v0.3.4

OptimalTransport v0.3.4

Diff since v0.3.3

Merged pull requests:

• Reorganize sinkhorn_unbalanced, improve convergence checks, and fix GPU issues (#80) (@devmotion)

v0.3.3

OptimalTransport v0.3.3

Diff since v0.3.2

Merged pull requests:

• 1d Optimal Transport (#45) (@davibarreira)
• Delete unused files (#76) (@devmotion)
• More sophisticated convergence checks in sinkhorn (#79) (@devmotion)

v0.3.2

OptimalTransport v0.3.2

Diff since v0.3.1

Closed issues:

• Adding support to parallelization with CUDA (#73)
• sinkhorn2 should return loss, not dot(gamma, C) (#74)

Merged pull requests:

• Add option to return cost with regularization term (#75) (@devmotion)

v0.3.1

OptimalTransport v0.3.1

Diff since v0.3.0

Closed issues:

• Function emd returning an error for an use case (#71)

Merged pull requests:

• CompatHelper: add new compat entry for "PythonOT" at version "0.1" for package basic (#70) (@github-actions[bot])
• Fix emd with integer-valued cost matrices (#72) (@devmotion)

v0.3.0

OptimalTransport v0.3.0

Diff since v0.2.4

Closed issues:

• Separate Python even more? (#42)

Merged pull requests:

• Use PythonOT (#64) (@devmotion)