/*
* Copyright 2016 IBM Corp.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
/**
* ML feature module
* @module eclairjs/ml/feature
*/
module.exports = function(kernelP) {
return {
Binarizer: require('./Binarizer')(kernelP),
Bucketizer: require('./Bucketizer')(kernelP),
ChiSqSelector: require('./ChiSqSelector')(kernelP),
ChiSqSelectorModel: require('./ChiSqSelectorModel')(kernelP),
CountVectorizer: require('./CountVectorizer')(kernelP),
CountVectorizerModel: require('./CountVectorizerModel')(kernelP),
DCT: require('./DCT')(kernelP),
ElementwiseProduct: require('./ElementwiseProduct')(kernelP),
HashingTF: require('./HashingTF')(kernelP),
IDF: require('./IDF')(kernelP),
IDFModel: require('./IDFModel')(kernelP),
IndexToString: require('./IndexToString')(kernelP),
MinMaxScaler: require('./MinMaxScaler')(kernelP),
MinMaxScalerModel: require('./MinMaxScalerModel')(kernelP),
NGram: require('./NGram')(kernelP),
Normalizer: require('./Normalizer')(kernelP),
OneHotEncoder: require('./OneHotEncoder')(kernelP),
RegexTokenizer: require('./RegexTokenizer')(kernelP),
RFormula: require('./RFormula')(kernelP),
RFormulaModel: require('./RFormulaModel')(kernelP),
PCA: require('./PCA')(kernelP),
PCAModel: require('./PCAModel')(kernelP),
PolynomialExpansion: require('./PolynomialExpansion')(kernelP),
QuantileDiscretizer: require('./QuantileDiscretizer')(kernelP),
SQLTransformer: require('./SQLTransformer')(kernelP),
StandardScaler: require('./StandardScaler')(kernelP),
StandardScalerModel: require('./StandardScalerModel')(kernelP),
StopWordsRemover: require('./StopWordsRemover')(kernelP),
StringIndexer: require('./StringIndexer')(kernelP),
StringIndexerModel: require('./StringIndexerModel')(kernelP),
Tokenizer: require('./Tokenizer')(kernelP),
VectorAssembler: require('./VectorAssembler')(kernelP),
VectorIndexer: require('./VectorIndexer')(kernelP),
VectorIndexerModel: require('./VectorIndexerModel')(kernelP),
VectorSlicer: require('./VectorSlicer')(kernelP),
Word2Vec: require('./Word2Vec')(kernelP),
Word2VecModel: require('./Word2VecModel')(kernelP)
};
};