Merge branch 'main' into slava/einsum_fix

CHANGELOG.md

@@ -1,5 +1,17 @@
 # CHANGELOG
 
+## v0.2.1 - 08.08.2024
+ Minor release with mostly cosmetic changes:
+* Add "If you have a question" section to README.md by @vabor112 in https://github.com/geometric-kernels/GeometricKernels/pull/131
+* Github cosmetics by @stoprightthere in https://github.com/geometric-kernels/GeometricKernels/pull/133
+* Replace all references to "gpflow" organization with "geometric-kernels" organization by @vabor112 in https://github.com/geometric-kernels/GeometricKernels/pull/134
+* Use fit_gpytorch_model or fit.fit_gpytorch_mll depening on the botorсh version by @vabor112 in https://github.com/geometric-kernels/GeometricKernels/pull/137
+* Add a missing type cast and fix a typo in kernels/karhunen_loeve.py by @vabor112 in https://github.com/geometric-kernels/GeometricKernels/pull/136
+* Minor documentation improvements by @vabor112 in https://github.com/geometric-kernels/GeometricKernels/pull/135
+* Add citation to the preprint of the GeometricKernels paper by @vabor112 in https://github.com/geometric-kernels/GeometricKernels/pull/138
+* Add citation file by @aterenin in https://github.com/geometric-kernels/GeometricKernels/pull/140
+* Fix dependencies (Version 0.2.1) by @stoprightthere in https://github.com/geometric-kernels/GeometricKernels/pull/143
+
 ## v0.2 - 21.04.2024
  New geometric kernel that *just works*, `kernels.MaternGeometricKernel`. Relies on *(hopefully)* sensible defaults we defined. Mostly by @stoprightthere.
 

CITATION.bib

@@ -0,0 +1,6 @@
+@article{mostowsky2024,
+      title = {The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs},
+      author = {Peter Mostowsky and Vincent Dutordoir and Iskander Azangulov and Noémie Jaquier and Michael John Hutchinson and Aditya Ravuri and Leonel Rozo and Alexander Terenin and Viacheslav Borovitskiy},
+      year = {2024},
+      journal = {arXiv:2407.08086},
+}

CITATION.cff

@@ -0,0 +1,29 @@
+cff-version: 1.2.0
+message: "If you use this software, please cite it as below."
+title: "GeometricKernels"
+authors:
+- name: "GeometricKernels Contributors"
+preferred-citation:
+  type: "article"
+  title: "The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs"
+  authors:
+  - family-names: "Mostowsky"
+    given-names: "Peter"
+  - family-names: "Dutordoir"
+    given-names: "Vincent"
+  - family-names: "Azangulov"
+    given-names: "Iskander"
+  - family-names: "Jaquier"
+    given-names: "Noémie"
+  - family-names: "Hutchinson"
+    given-names: "Michael John"
+  - family-names: "Ravuri"
+    given-names: "Aditya"
+  - family-names: "Rozo"
+    given-names: "Leonel"
+  - family-names: "Terenin"
+    given-names: "Alexander"
+  - family-names: "Borovitskiy"
+    given-names: "Viacheslav"
+  year: "2024"
+  journal: "arXiv:2407.08086"

pyproject.toml

@@ -23,18 +23,19 @@ keywords=[
 ]
 requires-python = ">=3.8"
 dependencies = [
+    "backends>=1.5.4",
+    "einops",
+    "geomstats",
     "numpy>=1.16",
-    "scipy>=1.3",
+    "opt-einsum",
     "plum-dispatch>=2.2.0",
-    "backends>=1.5.4",
     "potpourri3d",
     "robust_laplacian",
-    "opt-einsum",
-    "geomstats",
-    "einops",
+    "scipy>=1.3",
     "spherical-harmonics-basis",
+    "sympy~=1.13",
 ]
-version="0.2"
+version="0.2.1"
 
 [project.urls]
 Documentation = "https://geometric-kernels.github.io/"