[enhancement] Enable array API for SVM algorithms

.ci/scripts/select_sklearn_tests.py

@@ -37,20 +37,20 @@ def parse_tests_tree(entry, prefix=""):
 
 # Reduced sklearn tests suite covering all patched functions in the shortest running time
 tests_map = {
-    "cluster/tests": ["test_dbscan.py", "test_k_means.py"],
-    "covariance/tests": "test_covariance.py",
-    "decomposition/tests": ["test_pca.py", "test_incremental_pca.py"],
-    "ensemble/tests": "test_forest.py",
-    "linear_model/tests": [
-        "test_base.py",
-        "test_coordinate_descent.py",
-        "test_logistic.py",
-        "test_ridge.py",
-    ],
-    "manifold/tests": "test_t_sne.py",
-    "metrics/tests": ["test_pairwise.py", "test_ranking.py"],
-    "model_selection/tests": ["test_split.py", "test_validation.py"],
-    "neighbors/tests": ["test_lof.py", "test_neighbors.py", "test_neighbors_pipeline.py"],
+    # "cluster/tests": ["test_dbscan.py", "test_k_means.py"],
+    # "covariance/tests": "test_covariance.py",
+    # "decomposition/tests": ["test_pca.py", "test_incremental_pca.py"],
+    # "ensemble/tests": "test_forest.py",
+    # "linear_model/tests": [
+    #    "test_base.py",
+    #    "test_coordinate_descent.py",
+    #    "test_logistic.py",
+    #    "test_ridge.py",
+    # ],
+    # "manifold/tests": "test_t_sne.py",
+    # "metrics/tests": ["test_pairwise.py", "test_ranking.py"],
+    # "model_selection/tests": ["test_split.py", "test_validation.py"],
+    # "neighbors/tests": ["test_lof.py", "test_neighbors.py", "test_neighbors_pipeline.py"],
     "svm/tests": ["test_sparse.py", "test_svm.py"],
 }
 if sklearn_check_version("1.2"):

onedal/svm/__init__.py

@@ -14,6 +14,6 @@
 # limitations under the License.
 # ==============================================================================
 
-from .svm import SVC, SVR, NuSVC, NuSVR, SVMtype
+from .svm import SVC, SVR, NuSVC, NuSVR
 
-__all__ = ["SVC", "SVR", "NuSVC", "NuSVR", "SVMtype"]
+__all__ = ["SVC", "SVR", "NuSVC", "NuSVR"]