jayendra13

from zmq.eventloop import ioloop
ioloop.install()
from zmq.eventloop.zmqstream import ZMQStream
from functools import partial
from tornado import gen
from tornado.concurrent import Future
from jupyter_client import BlockingKernelClient
from pprint import pprint
import logging, os, zmq

jayendra13

import json
import requests

matlab_code = "a=magic(3);disp(a)"
python_code = "print 'Hello World!!'"

data = {}
data['matlab_code'] = matlab_code
data['python_code'] = python_code

jayendra13

import boto
import boto.s3

import os.path
import sys

# Fill these in - you get them when you sign up for S3
AWS_ACCESS_KEY_ID = ''
AWS_ACCESS_KEY_SECRET = ''
# Fill in info on data to upload

jayendra13

import os
import numpy as np
from skimage import io

from nolearn.lasagne import NeuralNet
from lasagne.layers import InputLayer
from lasagne.layers import Conv2DLayer
from lasagne.layers import MaxPool2DLayer
from lasagne.layers import DropoutLayer
from lasagne.layers import DenseLayer

jayendra13

import numpy
import os
import time
import cPickle as pickle
import sys
from skimage import io, transform
from lasagne import layers
from lasagne.updates import nesterov_momentum
from nolearn.lasagne import NeuralNet
from sklearn.metrics import confusion_matrix

jayendra13

import theano
from theano import tensor as T
from theano.tensor.nnet import conv
from skimage import io
import numpy
import pylab

rng = numpy.random.RandomState(23455)

# instantiate 4D tensor for input