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QiJuneQiJune
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fix typo error
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9 files changed

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-26
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‎python/paddle/v2/dataset/cifar.py‎

Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -66,12 +66,12 @@ def reader():
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def train100():
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"""
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CIFAR-100 train set creator.
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CIFAR-100 training set creator.
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It returns a reader creator, each sample in the reader is image pixels in
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[0, 1] and label in [0, 99].
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:return: Train reader creator
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:return: Training reader creator
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:rtype: callable
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"""
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return reader_creator(
@@ -93,12 +93,12 @@ def test100():
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def train10():
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"""
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CIFAR-10 train set creator.
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CIFAR-10 training set creator.
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It returns a reader creator, each sample in the reader is image pixels in
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[0, 1] and label in [0, 9].
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:return: Train reader creator
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:return: Training reader creator
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:rtype: callable
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"""
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return reader_creator(

‎python/paddle/v2/dataset/conll05.py‎

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Original file line numberDiff line numberDiff line change
@@ -199,12 +199,12 @@ def test():
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"""
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Conll05 test set creator.
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Because the train dataset is not free, the test dataset is used for
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Because the training dataset is not free, the test dataset is used for
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training. It returns a reader creator, each sample in the reader is nine
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features, including sentence sequence, predicate, predicate context,
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predicate context flag and tagged sequence.
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:return: Train reader creator
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:return: Training reader creator
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:rtype: callable
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"""
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word_dict, verb_dict, label_dict = get_dict()

‎python/paddle/v2/dataset/imdb.py‎

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Original file line numberDiff line numberDiff line change
@@ -121,14 +121,14 @@ def reader():
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def train(word_idx):
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"""
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IMDB train set creator.
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IMDB training set creator.
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It returns a reader creator, each sample in the reader is an zero-based ID
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sequence and label in [0, 1].
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:param word_idx: word dictionary
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:type word_idx: dict
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:return: Train reader creator
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:return: Training reader creator
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:rtype: callable
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"""
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return reader_creator(

‎python/paddle/v2/dataset/imikolov.py‎

Lines changed: 5 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -15,8 +15,8 @@
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imikolov's simple dataset.
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This module will download dataset from
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http://www.fit.vutbr.cz/~imikolov/rnnlm/ and parse train/test set into paddle
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reader creators.
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http://www.fit.vutbr.cz/~imikolov/rnnlm/ and parse training set and test set
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into paddle reader creators.
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"""
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import paddle.v2.dataset.common
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import collections
@@ -91,7 +91,7 @@ def reader():
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def train(word_idx, n):
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"""
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imikolov train set creator.
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imikolov training set creator.
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It returns a reader creator, each sample in the reader is a word ID
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tuple.
@@ -100,7 +100,7 @@ def train(word_idx, n):
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:type word_idx: dict
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:param n: sliding window size
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:type n: int
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:return: Train reader creator
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:return: Training reader creator
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:rtype: callable
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"""
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return reader_creator('./simple-examples/data/ptb.train.txt', word_idx, n)
@@ -117,7 +117,7 @@ def test(word_idx, n):
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:type word_idx: dict
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:param n: sliding window size
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:type n: int
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:return: Train reader creator
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:return: Test reader creator
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:rtype: callable
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"""
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return reader_creator('./simple-examples/data/ptb.valid.txt', word_idx, n)

‎python/paddle/v2/dataset/mnist.py‎

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -15,7 +15,7 @@
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MNIST dataset.
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This module will download dataset from http://yann.lecun.com/exdb/mnist/ and
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parse train/test set into paddle reader creators.
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parse training set and test set into paddle reader creators.
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"""
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import paddle.v2.dataset.common
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import subprocess
@@ -76,12 +76,12 @@ def reader():
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def train():
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"""
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MNIST train set creator.
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MNIST training set creator.
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It returns a reader creator, each sample in the reader is image pixels in
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[0, 1] and label in [0, 9].
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:return: Train reader creator
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:return: Training reader creator
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:rtype: callable
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"""
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return reader_creator(

‎python/paddle/v2/dataset/movielens.py‎

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Original file line numberDiff line numberDiff line change
@@ -17,8 +17,8 @@
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Movielens 1-M dataset contains 1 million ratings from 6000 users on 4000
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movies, which was collected by GroupLens Research. This module will download
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Movielens 1-M dataset from
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http://files.grouplens.org/datasets/movielens/ml-1m.zip and parse train/test
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set into paddle reader creators.
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http://files.grouplens.org/datasets/movielens/ml-1m.zip and parse training
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set and test set into paddle reader creators.
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"""
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‎python/paddle/v2/dataset/sentiment.py‎

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -113,7 +113,7 @@ def reader_creator(data):
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def train():
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"""
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Default train set reader creator
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Default training set reader creator
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"""
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data_set = load_sentiment_data()
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return reader_creator(data_set[0:NUM_TRAINING_INSTANCES])

‎python/paddle/v2/dataset/uci_housing.py‎

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -16,7 +16,7 @@
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This module will download dataset from
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https://archive.ics.uci.edu/ml/machine-learning-databases/housing/ and
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parse train/test set into paddle reader creators.
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parse training set and test set into paddle reader creators.
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"""
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import numpy as np
@@ -73,12 +73,12 @@ def load_data(filename, feature_num=14, ratio=0.8):
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def train():
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"""
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UCI_HOUSING train set creator.
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UCI_HOUSING training set creator.
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It returns a reader creator, each sample in the reader is features after
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normalization and price number.
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:return: Train reader creator
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:return: Training reader creator
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:rtype: callable
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"""
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global UCI_TRAIN_DATA

‎python/paddle/v2/dataset/wmt14.py‎

Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -16,7 +16,7 @@
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The original WMT14 dataset is too large and a small set of data for set is
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provided. This module will download dataset from
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http://paddlepaddle.cdn.bcebos.com/demo/wmt_shrinked_data/wmt14.tgz and
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parse train/test set into paddle reader creators.
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parse training set and test set into paddle reader creators.
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"""
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import tarfile
@@ -105,13 +105,13 @@ def reader():
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def train(dict_size):
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"""
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WMT14 train set creator.
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WMT14 training set creator.
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It returns a reader creator, each sample in the reader is source language
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word ID sequence, target language word ID sequence and next word ID
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sequence.
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:return: Train reader creator
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:return: Training reader creator
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:rtype: callable
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"""
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return reader_creator(
@@ -126,7 +126,7 @@ def test(dict_size):
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word ID sequence, target language word ID sequence and next word ID
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sequence.
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:return: Train reader creator
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:return: Test reader creator
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:rtype: callable
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"""
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return reader_creator(

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