Esempi in Python per getSentenceData

Esempio n. 1

File: test_test.py Progetto: Piotrekszmel/BearX

import numpy as np
import sys
sys.path.append("../bearx/")

from preprocessing import getSentenceData
from layers import RNN

word_dim = 8000
hidden_dim = 100
X_train, y_train = getSentenceData('data/reddit-comments-2015-08.csv',
                                   word_dim)

np.random.seed(10)
rnn = RNN(word_dim, hidden_dim)

losses = rnn.train(X_train[:100],
                   y_train[:100],
                   learning_rate=0.005,
                   nepoch=10,
                   evaluate_loss_after=1)

Esempio n. 2

File: rnnlm.py Progetto: AriaAsuka/rnn-from-scratch

import numpy as np

from preprocessing import getSentenceData
from rnn import Model

word_dim = 8000
hidden_dim = 100
X_train, y_train = getSentenceData('data/reddit-comments-2015-08.csv', word_dim)

np.random.seed(10)
rnn = Model(word_dim, hidden_dim)

losses = rnn.train(X_train[:100], y_train[:100], learning_rate=0.005, nepoch=10, evaluate_loss_after=1)