diff --git a/tab_automl/automl/models.py b/tab_automl/automl/models.py index 4502e4b..6dc6a79 100644 --- a/tab_automl/automl/models.py +++ b/tab_automl/automl/models.py @@ -6,6 +6,11 @@ from sklearn.linear_model import Lasso, LinearRegression, Ridge from sklearn.tree import DecisionTreeClassifier +from sklearn.cluster import AffinityPropagation +from sklearn.cluster import AgglomerativeClustering +from sklearn.cluster import Birch +from sklearn.cluster import DBSCAN +from sklearn.cluster import KMeans single_model_dict = { "regression": { @@ -19,5 +24,12 @@ "Light Gradient Boosting Classifier": LGBMClassifier, "Random Forest Classifier": RandomForestClassifier }, + "clustering":{ + "Affinity Propagation":AffinityPropagation, + "Agglomerative Clustering":AgglomerativeClustering, + "Birch":Birch, + "DBSCAN":DBSCAN, + "KMeans":KMeans + } }