Add entropic_partial_gromov_wasserstein function

Introduces the entropic_partial_gromov_wasserstein function to the API and exports it. This provides access to the corresponding functionality from the underlying pot.partial module.

Author: pnavaro

src/PythonOT.jl

@@ -15,6 +15,7 @@ export emd,
     empirical_sinkhorn_divergence,
     mm_unbalanced,
     entropic_partial_wasserstein,
+    entropic_partial_gromov_wasserstein,
     entropic_partial_gromov_wasserstein2,
     partial_wasserstein,
     partial_wasserstein2

src/lib.jl

@@ -595,6 +595,10 @@ function partial_wasserstein2(a, b, M; kwargs...)
     return pot.partial.partial_wasserstein2(a, b, M; kwargs...)
 end
 
+function entropic_partial_gromov_wasserstein(C1, C2, p, q, reg; kwargs...)
+    return pot.partial.entropic_partial_gromov_wasserstein(C1, C2, p, q, reg; kwargs...)
+end
+
 function entropic_partial_gromov_wasserstein2(C1, C2, p, q; kwargs...)
     return pot.partial.entropic_partial_gromov_wasserstein2(C1, C2, p, q; kwargs...)
 end