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yusuke0519 / my workflows
Created August 18, 2015 08:09
[Luigi]My Workflows
import luigi
import luigi.scheduler
import luigi.worker
from components import *
class MyWorkflow(luigi.Task):
'''
An example luigi workflow task, which runs a whole workflow of other luigi
tasks when executed.
@yusuke0519
yusuke0519 / cnn.py
Created August 12, 2015 08:26
CNN with Keras
from __future__ import absolute_import
from __future__ import print_function
import numpy as np
np.random.seed(1337) # for reproducibility
from keras.datasets import mnist
from keras.models import Sequential
from keras.layers.core import Dense, Dropout, Activation, Flatten
from keras.layers.convolutional import Convolution2D, MaxPooling2D
from keras.utils import np_utils
@yusuke0519
yusuke0519 / mlp.py
Created August 12, 2015 07:20
MLP with Keras
from __future__ import absolute_import
from __future__ import print_function
import numpy as np
np.random.seed(1337) # for reproducibility
from keras.datasets import mnist
from keras.models import Sequential
from keras.layers.core import Dense, Dropout, Activation
from keras.optimizers import SGD, Adam, RMSprop
from keras.utils import np_utils