org.deeplearning4j.models.sequencevectors.transformers.SequenceTransformer Maven / Gradle / Ivy
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* Copyright (c) 2015-2018 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://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.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
package org.deeplearning4j.models.sequencevectors.transformers;
import org.deeplearning4j.models.sequencevectors.sequence.Sequence;
import org.deeplearning4j.models.sequencevectors.sequence.SequenceElement;
/**
*
* @author [email protected]
*/
public interface SequenceTransformer {
/**
* Returns Vocabulary derived from underlying data source.
* In default implementations this method heavily relies on transformToSequence() method.
*
* @return
*/
//VocabCache derivedVocabulary();
/**
* This is generic method for transformation data from any format to Sequence of SequenceElement.
* It will be used both in Vocab building, and in training process
*
* @param object - Object to be transformed into Sequence
* @return
*/
Sequence transformToSequence(V object);
void reset();
}