#?code?by?Tae?Hwan?Jung?@graykode
import?tensorflow?as?tf
import?numpy?as?np

tf.reset_default_graph（）

sentences?=?[?“i?like?dog“?“i?love?coffee“?“i?hate?milk“]

word_list?=?“?“.join（sentences）.split（）
word_list?=?list（set（word_list））
word_dict?=?{w:?i?for?i?w?in?enumerate（word_list）}
number_dict?=?{i:?w?for?i?w?in?enumerate（word_list）}
n_class?=?len（word_dict）?#?number?of?Vocabulary

#?NNLM?Parameter
n_step?=?2?#?number?of?steps?[‘i?like‘?‘i?love‘?‘i?hate‘]
n_hidden?=?2?#?number?of?hidden?units

def?make_batch（sentences）:
????input_batch?=?[]
????target_batch?=?[]

????for?sen?in?sentences:
????????word?=?sen.split（）
????????input?=?[word_dict[n]?for?n?in?word[:-1]]
????????target?=?word_dict[word[-1]]

????????input_batch.append（np.eye（n_class）[input]）
????????target_batch.append（

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2019-02-20?14:03??nlp-tutorial-master\
?????文件???????????6??2019-02-20?14:03??nlp-tutorial-master\.gitignore
?????目錄???????????0??2019-02-20?14:03??nlp-tutorial-master\1-1.NNLM\
?????文件????????2209??2019-02-20?14:03??nlp-tutorial-master\1-1.NNLM\NNLM-Tensor.py
?????文件????????2514??2019-02-20?14:03??nlp-tutorial-master\1-1.NNLM\NNLM-Torch.py
?????文件????????4218??2019-02-20?14:03??nlp-tutorial-master\1-1.NNLM\NNLM_Tensor.ipynb
?????文件????????4716??2019-02-20?14:03??nlp-tutorial-master\1-1.NNLM\NNLM_Torch.ipynb
?????目錄???????????0??2019-02-20?14:03??nlp-tutorial-master\1-2.Word2Vec\
?????文件????????2849??2019-02-20?14:03??nlp-tutorial-master\1-2.Word2Vec\Word2Vec-Skipgram-Tensor（NCE_loss）.py
?????文件????????2663??2019-02-20?14:03??nlp-tutorial-master\1-2.Word2Vec\Word2Vec-Skipgram-Tensor（Softmax）.py
?????文件????????3085??2019-02-20?14:03??nlp-tutorial-master\1-2.Word2Vec\Word2Vec-Skipgram-Torch（Softmax）.py
?????文件???????23978??2019-02-20?14:03??nlp-tutorial-master\1-2.Word2Vec\Word2Vec_Skipgram_Tensor（NCE_loss）.ipynb
?????文件???????22782??2019-02-20?14:03??nlp-tutorial-master\1-2.Word2Vec\Word2Vec_Skipgram_Tensor（Softmax）.ipynb
?????文件???????22332??2019-02-20?14:03??nlp-tutorial-master\1-2.Word2Vec\Word2Vec_Skipgram_Torch（Softmax）.ipynb
?????目錄???????????0??2019-02-20?14:03??nlp-tutorial-master\1-3.FastText\
?????文件???????57631??2019-02-20?14:03??nlp-tutorial-master\1-3.FastText\FastText.ipynb
?????文件??????????17??2019-02-20?14:03??nlp-tutorial-master\1-3.FastText\test.txt
?????文件?????????150??2019-02-20?14:03??nlp-tutorial-master\1-3.FastText\train.txt
?????目錄???????????0??2019-02-20?14:03??nlp-tutorial-master\2-1.TextCNN\
?????文件????????3640??2019-02-20?14:03??nlp-tutorial-master\2-1.TextCNN\TextCNN-Tensor.py
?????文件????????3567??2019-02-20?14:03??nlp-tutorial-master\2-1.TextCNN\TextCNN-Torch.py
?????文件????????5978??2019-02-20?14:03??nlp-tutorial-master\2-1.TextCNN\TextCNN_Tensor.ipynb
?????文件????????6616??2019-02-20?14:03??nlp-tutorial-master\2-1.TextCNN\TextCNN_Torch.ipynb
?????目錄???????????0??2019-02-20?14:03??nlp-tutorial-master\3-1.TextRNN\
?????文件????????2256??2019-02-20?14:03??nlp-tutorial-master\3-1.TextRNN\TextRNN-Tensor.py
?????文件????????2863??2019-02-20?14:03??nlp-tutorial-master\3-1.TextRNN\TextRNN-Torch.py
?????文件????????4671??2019-02-20?14:03??nlp-tutorial-master\3-1.TextRNN\TextRNN_Tensor.ipynb
?????文件????????5147??2019-02-20?14:03??nlp-tutorial-master\3-1.TextRNN\TextRNN_Torch.ipynb
?????目錄???????????0??2019-02-20?14:03??nlp-tutorial-master\3-2.TextLSTM\
?????文件????????2186??2019-02-20?14:03??nlp-tutorial-master\3-2.TextLSTM\TextLSTM-Tensor.py
?????文件????????2502??2019-02-20?14:03??nlp-tutorial-master\3-2.TextLSTM\TextLSTM-Torch.py
............此處省略32個文件信息