Python get_data Examples

Example #1

File: ner_rnn.py Project: renjinghai/machine_learning_examples

def main():
    Xtrain, Ytrain, Xtest, Ytest, word2idx, tag2idx = get_data(split_sequences=True)
    V = len(word2idx)
    rnn = RNN(10, [10], V)
    rnn.fit(Xtrain, Ytrain, epochs=70)
    print "train f1 score:", rnn.f1_score(Xtrain, Ytrain)
    print "test f1 score:", rnn.f1_score(Xtest, Ytest)

Example #2

File: ner_rnn.py Project: jerryxyx/Python

def main():
    Xtrain, Ytrain, Xtest, Ytest, word2idx, tag2idx = get_data(
        split_sequences=True)
    V = len(word2idx)
    rnn = RNN(10, [10], V)
    rnn.fit(Xtrain, Ytrain, epochs=70)
    print "train f1 score:", rnn.f1_score(Xtrain, Ytrain)
    print "test f1 score:", rnn.f1_score(Xtest, Ytest)

Example #3

def main():
    Xtrain, Ytrain, Xtest, Ytest, word2idx, tag2idx = get_data(split_sequences=True)
    V = len(word2idx)