tencia

import lasagne as nn
import numpy as np
import theano
import theano.tensor as T
import math

from lasagne.utils import unroll_scan
from lasagne.layers import LSTMLayer
from lasagne.layers import Gate
from lasagne.layers import Layer

tencia

from PIL import Image
import sys
import os
import math
import numpy as np

###########################################################################################
# script to generate moving mnist video dataset (frame by frame) as described in
# [1] arXiv:1502.04681 - Unsupervised Learning of Video Representations Using LSTMs
#     Srivastava et al

tencia

import sys
import os
import numpy as np
import theano
import theano.tensor as T
import lasagne as nn
import time
from PIL import Image
from scipy.stats import norm
from theano.sandbox.rng_mrg import MRG_RandomStreams as RandomStreams