Name		Name	Last commit message	Last commit date
__pycache__		__pycache__
cs224d		cs224d
.DS_Store		.DS_Store
README.md		README.md
RNN_model.py		RNN_model.py
RNN_model.pyc		RNN_model.pyc
_DS_Store		_DS_Store
datasetSentences.txt		datasetSentences.txt
epoch_10		epoch_10
epoch_10_LSTM		epoch_10_LSTM
epoch_10_LSTM_100H		epoch_10_LSTM_100H
epoch_10_LSTM_100_Layer2		epoch_10_LSTM_100_Layer2
epoch_10_LSTM_10_3_batch=1_layer=2		epoch_10_LSTM_10_3_batch=1_layer=2
epoch_10_LSTM_10_3batch=1		epoch_10_LSTM_10_3batch=1
epoch_10_LSTM_10_Layer2		epoch_10_LSTM_10_Layer2
epoch_10_LSTM_10_layer2_seq1_batch5		epoch_10_LSTM_10_layer2_seq1_batch5
epoch_10_LSTM_3_layer2_seq5		epoch_10_LSTM_3_layer2_seq5
epoch_10_LSTM_50_layer2_seq1_batch5		epoch_10_LSTM_50_layer2_seq1_batch5
epoch_10_LSTM_50_layer2_seq5_batch5		epoch_10_LSTM_50_layer2_seq5_batch5
epoch_10_LSTM_50_layer3_seq1_batch5		epoch_10_LSTM_50_layer3_seq1_batch5
epoch_80		epoch_80
epoch_80_LSTM		epoch_80_LSTM
epoch_80_LSTM_100H		epoch_80_LSTM_100H
epoch_80_LSTM_10_3		epoch_80_LSTM_10_3
lstm_model.py		lstm_model.py
lstm_opt.py		lstm_opt.py
model.ipynb		model.ipynb
original_rt_snippets.txt		original_rt_snippets.txt
q1_softmax.py		q1_softmax.py
q1_softmax.pyc		q1_softmax.pyc
q1_softmax_sol.py		q1_softmax_sol.py
q2_gradcheck.py		q2_gradcheck.py
q2_gradcheck.pyc		q2_gradcheck.pyc
q2_neural.py		q2_neural.py
q2_neural_sol.py		q2_neural_sol.py
q2_sigmoid.py		q2_sigmoid.py
q2_sigmoid.pyc		q2_sigmoid.pyc
q2_sigmoid_sol.py		q2_sigmoid_sol.py
q3_run.py		q3_run.py
q3_run.pyc		q3_run.pyc
q3_sgd.py		q3_sgd.py
q3_sgd.pyc		q3_sgd.pyc
q3_word2vec.py		q3_word2vec.py
q3_word2vec.pyc		q3_word2vec.pyc
q3_word2vec_sol.py		q3_word2vec_sol.py
q3_word_vectors.png		q3_word_vectors.png
q3_word_vectors_1000.png		q3_word_vectors_1000.png
q3_word_vectors_40000.png		q3_word_vectors_40000.png
q3_word_vectors_5000.png		q3_word_vectors_5000.png
requirements.txt		requirements.txt
sample		sample
sample.py		sample.py
saved_params_1000.npy		saved_params_1000.npy
saved_params_40000.npy		saved_params_40000.npy
tensorflow_word2vec.py		tensorflow_word2vec.py
test_lstm.py		test_lstm.py
test_lstm_opt.py		test_lstm_opt.py
test_rnn.py		test_rnn.py

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NLP_Model_N_gram

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Use N_gram to train a NLP model and evaluate it with Perplexity

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