{geo,tools}[foss/2023b] eofs v2.0.0, xeofs v3.0.4

easybuild/easyconfigs/e/eofs/eofs-2.0.0-foss-2023b.eb

@@ -0,0 +1,25 @@
+# Author: Stamen Miroslavov <stamen.miroslavov@bsc.es>
+# Barcelona Supercomputing Center 2025
+
+easyblock = 'PythonPackage'
+
+name = 'eofs'
+version = '2.0.0'
+
+homepage = 'https://ajdawson.github.io/eofs/'
+description = """eofs is a Python package for EOF analysis of spatial-temporal data. Using EOFs
+ (empirical orthogonal functions) is a common technique to decompose a signal varying in time and
+ space into a form that is easier to interpret in terms of spatial and temporal variance."""
+
+toolchain = {'name': 'foss', 'version': '2023b'}
+
+sources = [SOURCE_TAR_GZ]
+checksums = ['4afecba7dd8076399803b71570d96a12dce237615c6317685f83a206fe70ee57']
+
+dependencies = [
+    ('Python', '3.11.5'),
+    ('Python-bundle-PyPI', '2023.10'),
+    ('SciPy-bundle', '2023.11'),
+]
+
+moduleclass = 'tools'

easybuild/easyconfigs/x/xeofs/xeofs-3.0.4-foss-2023b.eb

@@ -0,0 +1,38 @@
+# Author: Stamen Miroslavov <stamen.miroslavov@bsc.es>
+# Barcelona Supercomputing Center 2026
+
+easyblock = 'PythonPackage'
+
+name = 'xeofs'
+version = '3.0.4'
+
+homepage = 'https://xeofs.readthedocs.io'
+description = """xeofs is a specialized Python package designed for dimensionality reduction in
+ climate science, aimed at extracting meaningful patterns from large datasets. It provides
+ eigenmethods such as Principal Component Analysis (EOF analysis) and several related variants.
+ Seamlessly integrated with xarray and Dask, xeofs enables efficient handling and scalable
+ computation of large, multi-dimensional datasets. This integration makes advanced climate data
+ analysis both accessible and efficient."""
+
+toolchain = {'name': 'foss', 'version': '2023b'}
+
+sources = [SOURCE_TAR_GZ]
+checksums = ['406f1b20fea43a627f00f9e550d3ac651a69562af5e854f26e1b7f16fff37449']
+
+dependencies = [
+    ('Python', '3.11.5'),
+    ('Python-bundle-PyPI', '2023.10'),
+    ('SciPy-bundle', '2023.11'),
+    ('h5netcdf', '1.5.0'),
+    ('netcdf4-python', '1.7.1.post2'),
+    ('zarr', '2.18.3'),
+    ('statsmodels', '0.14.1'),
+    ('numba', '0.60.0'),
+    ('scikit-learn', '1.4.0'),
+    ('xarray', '2024.5.0'),
+    ('dask', '2024.5.1'),
+    ('tqdm', '4.66.2'),
+    ('typing-extensions', '4.10.0'),
+]
+
+moduleclass = 'geo'