From fdd26b8e58cec7d5c764df471917e8c042474d38 Mon Sep 17 00:00:00 2001 From: FengZiYjun Date: Fri, 25 May 2018 18:32:02 +0800 Subject: [PATCH] add LICENSE, setup.py & requirements.txt --- LICENSE | 201 ++++++++++++++++++ docs/quick_tutorial.md | 1 + .../CNN-sentence_classification/dataset.py | 38 ++-- requirements.txt | 3 + setup.py | 0 5 files changed, 221 insertions(+), 22 deletions(-) create mode 100644 LICENSE create mode 100644 docs/quick_tutorial.md create mode 100644 requirements.txt create mode 100644 setup.py diff --git a/LICENSE b/LICENSE new file mode 100644 index 00000000..f49a4e16 --- /dev/null +++ b/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + 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. \ No newline at end of file diff --git a/docs/quick_tutorial.md b/docs/quick_tutorial.md new file mode 100644 index 00000000..958ed320 --- /dev/null +++ b/docs/quick_tutorial.md @@ -0,0 +1 @@ +# FastNLP Quick Tutorial \ No newline at end of file diff --git a/reproduction/CNN-sentence_classification/dataset.py b/reproduction/CNN-sentence_classification/dataset.py index 5a8fe2b7..878bf051 100644 --- a/reproduction/CNN-sentence_classification/dataset.py +++ b/reproduction/CNN-sentence_classification/dataset.py @@ -1,15 +1,11 @@ +import codecs +import random import re -import sys -import itertools -import numpy as np -from torch.utils.data import Dataset, DataLoader -import random -import os -import pickle -import codecs -from gensim import corpora import gensim +import numpy as np +from gensim import corpora +from torch.utils.data import Dataset def clean_str(string): @@ -39,7 +35,6 @@ def pad_sentences(sentence, padding_word=" "): return padded_sentence - #data loader class MRDataset(Dataset): def __init__(self): @@ -73,21 +68,20 @@ class MRDataset(Dataset): np.array([self.word2id_dict[word] for word in sent[0].split()], dtype=np.int64), sent[1] ) for sent in self.MRDataset_frame] - - def word_embeddings(self, path = './GoogleNews-vectors-negative300.bin/GoogleNews-vectors-negative300.bin'): - #establish from google - model = gensim.models.KeyedVectors.load_word2vec_format(path, binary=True) - print('Please wait ... (it could take a while to load the file : {})'.format(path)) - word_dict = self.word2id_dict - embedding_weights = np.random.uniform(-0.25, 0.25, (len(self.word2id_dict), 300)) + def word_embeddings(self, path="./GoogleNews-vectors-negative300.bin/GoogleNews-vectors-negative300.bin"): + # establish from google + model = gensim.models.KeyedVectors.load_word2vec_format(path, binary=True) - for word in word_dict: - word_id = word_dict[word] - if word in model.wv.vocab: - embedding_weights[word_id, :] = model[word] + print('Please wait ... (it could take a while to load the file : {})'.format(path)) + word_dict = self.word2id_dict + embedding_weights = np.random.uniform(-0.25, 0.25, (len(self.word2id_dict), 300)) - return embedding_weights + for word in word_dict: + word_id = word_dict[word] + if word in model.wv.vocab: + embedding_weights[word_id, :] = model[word] + return embedding_weights def __len__(self): diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 00000000..0fc94538 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,3 @@ +numpy==1.14.2 +torch==0.4.0 +torchvision==0.1.8 diff --git a/setup.py b/setup.py new file mode 100644 index 00000000..e69de29b