In [1]:
from pylearn2.utils import serial

from theano import tensor as T
from theano import function

import numpy as np
import sys
import csv

from pylearn2.datasets.dataclassraw import CLICK9DAYS
from pylearn2.datasets.transformer import TransformerClick


Using gpu device 0: GeForce GTX 760M

Dataset and Model


In [35]:
model = serial.load('LH1_1.pkl')

In [3]:
rawdata = CLICK9DAYS(which_set='valid')
transformer = TransformerClick(raw=rawdata, interaction=False, nfeatures=23)

In [36]:
batch_size = 512
model.set_batch_size(batch_size)

In [37]:
X = model.get_input_space().make_batch_theano()
Y = model.fprop(X)

In [6]:
#Y = T.argmax(Y, axis=1)

In [38]:
f = function([X], Y)

Get probabilities of all classes


In [39]:
y = []

In [40]:
batches = rawdata.X.shape[0] / batch_size

In [25]:
%%time
for i in xrange(batches):
    x_arg = transformer.perform(rawdata.X[i*batch_size:(i+1)*batch_size])
    
    y.append(f(x_arg.astype(X.dtype)))


CPU times: user 8min 6s, sys: 6.83 s, total: 8min 12s
Wall time: 8min 11s

In [18]:
nexamples = rawdata.X.shape[0]
extra = batch_size - nexamples % batch_size
assert (nexamples + extra) % batch_size == 0

if extra > 0:
    x_arg = np.concatenate((transformer.perform(rawdata.X[batches*batch_size:]), np.zeros((extra, 23),
    dtype=X.dtype)), axis=0)
    y.append(f(x_arg.astype(X.dtype)))

In [26]:
y


Out[26]:
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        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 array([[ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        ..., 
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484],
        [ 0.81978524,  0.18021484]], dtype=float32),
 ...]

In [20]:
y = np.concatenate(y)
#assert y.ndim == 1

In [21]:
y.shape


Out[21]:
(4219392, 2)

In [14]:
y = y[:nexamples]

Get the expected class score


In [15]:
ypred = y[:,1]

In [17]:
import matplotlib.pyplot as plt
######################################
fig, axes = plt.subplots()
axes.set_xlabel('')
axes.set_ylabel('')
axes.plot(ypred, 'ro')
plt.show()
#fig.savefig(device + "_timestamp.svg")
#######################################

In [ ]:
def logloss(p, y):
    ''' FUNCTION: Bounded logloss

        INPUT:
            p: our prediction
            y: real answer

        OUTPUT:
            logarithmic loss of p given y
    '''

    p = max(min(p, 1. - 10e-15), 10e-15)
    return -y*log(p) - (1-y)*log(1. - p)

Write prediction to csv


In [18]:
f = open("submission9.csv", "wb")
writer = csv.writer(f, delimiter=',')
writer.writerow(['QuestionId', 'IsTrue'])
for i in xrange(len(ypred)):
    writer.writerow([str(i+1), '{0:.15f}'.format(ypred[i])])
f.close()

In [ ]:

information retrival


In [ ]:
def fprop(X, model, return_all=False):

    rval = model.layers[0].fprop(X)

    rlist = [rval]
    
    for layer in model.layers[1:-1]:
        rval = layer.fprop(rval)
        rlist.append(rval)

    if return_all:
        return rlist
    return rval

In [ ]:
from sklearn import preprocssing

In [ ]:
binarizer = preprocessing.Binarizer(threshold=0.5, copy=True)

In [ ]:
binarizer.fit_transform(X)

In [ ]:

Model average


In [19]:
import pandas as pd

In [20]:
dae = pd.read_csv('submission7.csv')

In [21]:
cae = pd.read_csv('submission9.csv')

In [39]:
adb = pd.read_csv('submission1.1.csv')

In [40]:
mean = (dae+cae+adb)/3

In [36]:
len(mean)


Out[36]:
90024

In [41]:
f = open("submission12.csv", "wb")
writer = csv.writer(f, delimiter=',')
writer.writerow(['QuestionId', 'IsTrue'])
for i in xrange(len(mean)):
    writer.writerow([str(i+1), '{0:.15f}'.format(mean['IsTrue'].values[i])])
f.close()

In [ ]: