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Added new models for Classification Training
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PalaVenkiReddy committed Feb 17, 2023
1 parent da20afc commit 68af73f
Showing 1 changed file with 7 additions and 1 deletion.
8 changes: 7 additions & 1 deletion tab_automl/automl/models.py
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from sklearn.cluster import SpectralClustering
from sklearn.mixture import GaussianMixture
from sklearn.tree import DecisionTreeRegressor
from sklearn.naive_bayes import GaussianNB
from sklearn.svm import LinearSVC
from sklearn.svm import SVC

single_model_dict = {
"regression": {
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"Light Gradient Boosting Classifier": LGBMClassifier,
"Random Forest Classifier": RandomForestClassifier,
"XGBoost Classifier": XGBClassifier,
"KNN Classifier": KNeighborsClassifier
"KNN Classifier": KNeighborsClassifier,
"Gaussian Naive Bayes": GaussianNB,
"Linear Support Vector Classifier": LinearSVC,
"Support Vector Classifier": SVC,
},
"clustering": {
"Affinity Propagation": AffinityPropagation,
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