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Supported Operators · microsoft/hummingbird Wiki · GitHub
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Supported Operators
Matteo Interlandi edited this page Jan 25, 2023
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41 revisions
- DecisionTreeClassifier
- DecisionTreeRegressor
- ExtraTreesClassifier
- ExtraTreesRegressor
- GradientBoostingClassifier
- GradientBoostingRegressor
- HistGradientBoostingClassifier
- HistGradientBoostingRegressor
- IsolationForest
- RandomForestClassifier
- RandomForestRegressor
- LinearRegression
- LogisticRegression
- LogisticRegressionCV
- RidgeCV
- Ridge
- SGDClassifier
- Lasso
- ElasticNet
- LinearSVC
- LinearSVR
- NuSVC
- SVC
- KMeans
- MeanShift
- BernoulliNB
- GaussianNB
- KNeighborsClassifier
- KNeighborsRegressor
- MLPClassifier
- MLPRegressor
- MultinomialNB
- Binarizer
- LabelEncoder
- Normalizer
- OneHotEncoder
- RobustScaler
- MaxAbsScaler
- MinMaxScaler
- StandardScaler
- PCA
- KernelPCA
- TruncatedSVD
- FastICA
- PLS Regression
- SelectPercentile
- SelectKBest
- VarianceThreshold
- SimpleImputer
- MissingIndicator
- PolynomialFeatures
- BayesianGaussianMixture
- FeatureUnion
- GridSearchCV
- ColumnTransformer
- Pipeline
- RandomizedGridSearchCV
- StackingClassifier
- StackingRegressor
- PLSRegressor
- Booster
- LGBMClassifier
- LGBMRanker
- LGBMRegressor
- XGBClassifier
- XBGRanker
- XGBRegressor
- Abs
- Add
- ArrayFeatureExtractor
- Binarizer
- Cast
- Concat
- Div
- Imputer
- LabelEncoder
- Less
- LinearClassifier
- LinearRegressor
- Mul
- Neg
- Normalizer
- OneHotEncoder
- Reshape
- Sum
- Scaler
- SVMClassifier
- TreeEnsembleClassifier
- TreeEnsembleRegressor
- Bucketizer
- VectorAssembler
- LogisticRegressionModel
- Trend prediction
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