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#!/usr/bin/env python
# -*- coding: utf-8 -*-
from . import BasicDataset
from padding import pad_dataset
class SequentialDataset(BasicDataset):
"""
Dataset class for sequences.
def __init__(self, train, valid=None, test=None):
super(SequentialDataset, self).__init__(train, valid, test)
def _pad(self, side, length):
Pad sequences to given length in the left or right side.
if self._train_set:
self._train_set = pad_dataset(self._train_set, side, length)
if self._valid_set:
self._valid_set = pad_dataset(self._valid_set, side, length)
if self._test_set:
self._test_set = pad_dataset(self._test_set, side, length)
def pad_left(self, length):
Pad sequences to given length in the left side.
self._pad('left', length)
def pad_right(self, length):
self._pad('right', length)
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