Unbalanced divergence (#170)

* first stab at unbalanced sinkhorn divergence

* fixed point in log domain

* increment version number

* add docstrings for sinkhorn_divergence_unbalanced

* format

* clean emacs tmp files

* clean emacs tmp files

* missing math tag

* missing backslash

* add sinkhorn_divergence_unbalanced to docs

* increase epsilon for gpu sinkhorn tests

* format

* udpate examples/OneDimension

* add StatsPlots deps to examples/OneDimension

* change Julia LTS from 1.0 to 1.6

Co-authored-by: Stephen Zhang <[email protected]>

Author: zsteve

.github/workflows/CI.yml

@@ -20,7 +20,7 @@ jobs:
     strategy:
       matrix:
         version:
-          - '1.0'
+          - '1.6'
           - '1'
           - 'nightly'
         os:

.gitignore

@@ -33,3 +33,8 @@ docs/src/examples/
 # Files generated by Jupyter Notebooks
 *.ipynb_checkpoints
 *.ipynb
+
+# emacs temp files 
+*~undo-tree~*
+\#*\#
+.\#*

Project.toml

@@ -1,7 +1,7 @@
 name = "OptimalTransport"
 uuid = "7e02d93a-ae51-4f58-b602-d97af76e3b33"
 authors = ["zsteve <[email protected]>"]
-version = "0.3.19"
+version = "0.3.20"
 
 [deps]
 ExactOptimalTransport = "24df6009-d856-477c-ac5c-91f668376b31"

docs/src/index.md

@@ -54,6 +54,7 @@ sinkhorn_stabilized_epsscaling
 ```@docs
 sinkhorn_unbalanced
 sinkhorn_unbalanced2
+sinkhorn_divergence_unbalanced
 ```
 
 ## Quadratically regularised optimal transport