ci python 3.9,3.10,3.10 and Looseversion everywhere

Author: TimotheeMathieu

azure-pipelines.yml

@@ -5,26 +5,21 @@ jobs:
     vmImage: 'ubuntu-latest'
   strategy:
     matrix:
-      Python37:
-        python.version: '3.7'
-        NUMPY_VERSION: "1.16.5"
-        SCIPY_VERSION: "1.1.0"
-        SKLEARN_VERSION: "0.24.1"
-      Python38:
-        python.version: '3.8'
-        NUMPY_VERSION: "1.19.4"
-        SCIPY_VERSION: "1.4.1"
-        SKLEARN_VERSION: "0.24.1"
       Python39:
         python.version: '3.9'
         NUMPY_VERSION: "1.19.4"
         SCIPY_VERSION: "1.5.4"
-        SKLEARN_VERSION: "nightly"
-      Py39_sklearn1:
-        python.version: '3.9'
-        NUMPY_VERSION: "1.19.4"
-        SCIPY_VERSION: "1.5.4"
-        SKLEARN_VERSION: "1.0.0"
+        SKLEARN_VERSION: "*"
+      Python310:
+        python.version: '3.10'
+        NUMPY_VERSION: "1.26.1"
+        SCIPY_VERSION: "1.11.3"
+        SKLEARN_VERSION: "*"
+      Python311:
+        python.version: '3.10'
+        NUMPY_VERSION: "1.26.1"
+        SCIPY_VERSION: "1.11.3"
+        SKLEARN_VERSION: "*"
 
   variables:
     OMP_NUM_THREADS: '2'
@@ -71,19 +66,16 @@ jobs:
     vmImage: 'macOS-latest'
   strategy:
     matrix:
-      Python37:
-        python.version: '3.7'
-        NUMPY_VERSION: "1.16.5"
-        SCIPY_VERSION: "1.1.0"
-        SKLEARN_VERSION: "0.24.1"
-      Python38:
-        python.version: '3.8'
+      Python310:
+        python.version: '3.10'
+        NUMPY_VERSION: "1.26.1"
+        SCIPY_VERSION: "1.11.3"
+        SKLEARN_VERSION: "*"
+      Python311:
+        python.version: '3.10'
+        NUMPY_VERSION: "1.26.1"
+        SCIPY_VERSION: "1.11.3"
         SKLEARN_VERSION: "*"
-      Py39_sklearn1:
-        python.version: '3.9'
-        NUMPY_VERSION: "1.19.4"
-        SCIPY_VERSION: "1.5.4"
-        SKLEARN_VERSION: "1.0.0"
   variables:
     OMP_NUM_THREADS: '2'
 
@@ -127,17 +119,16 @@ jobs:
     vmImage: 'windows-latest'
   strategy:
     matrix:
-      Python38:
-        python_ver: '38'
-        python.version: '3.8'
-        NUMPY_VERSION: "1.18.2"
-        SCIPY_VERSION: "1.4.1"
-        SKLEARN_VERSION: "0.24.1"
-      Py39_sklearn1:
-        python.version: '3.9'
-        NUMPY_VERSION: "1.19.4"
-        SCIPY_VERSION: "1.5.4"
-        SKLEARN_VERSION: "1.0.0"
+      Python310:
+        python.version: '3.10'
+        NUMPY_VERSION: "1.26.1"
+        SCIPY_VERSION: "1.11.3"
+        SKLEARN_VERSION: "*"
+      Python311:
+        python.version: '3.10'
+        NUMPY_VERSION: "1.26.1"
+        SCIPY_VERSION: "1.11.3"
+        SKLEARN_VERSION: "*"
 
   variables:
     OMP_NUM_THREADS: '2'

sklearn_extra/cluster/_commonnn.py

@@ -317,7 +317,7 @@ def fit(self, X, y=None, sample_weight=None):
 
         """
 
-        if LooseVersion(sklearn.__version__) < LooseVersion("0.23.0"):
+        if Version(sklearn.__version__) < Version("0.23.0"):
             X = check_array(X, accept_sparse="csr")
         else:
             X = self._validate_data(X, accept_sparse="csr")
@@ -329,7 +329,7 @@ def fit(self, X, y=None, sample_weight=None):
             warnings.warn(
                 "Sample weights are not fully supported, yet.", UserWarning
             )
-            if LooseVersion(sklearn.__version__) < LooseVersion("0.23.0"):
+            if Version(sklearn.__version__) < Version("0.23.0"):
                 sample_weight = np.asarray(sample_weight)
                 check_consistent_length(X, sample_weight)
             else: