# Jovian Commit Essentials
# Please retain and execute this cell without modifying the contents for `jovian.commit` to work
!pip install jovian --upgrade -q
import jovian
jovian.utils.colab.set_colab_file_id('1FT-A2smlmAYRhEwcPypQdNcEB0EzPNmn')
!pip install jovian --upgrade --quiet

import numpy as np
from keras.datasets.mnist import load_data


from keras.models import Sequential
from keras.optimizers import Adam
from keras.layers import Dense
from keras.layers import Conv2D
from keras.layers import Flatten
from keras.layers import Dropout
from keras.layers import LeakyReLU
from keras.utils.vis_utils import plot_model
from numpy import vstack
from numpy import ones
from numpy import zeros
from numpy.random import rand,randn
from numpy.random import randint
from numpy import expand_dims

from keras.layers import Reshape
from keras.layers import Conv2DTranspose
from matplotlib import pyplot

!pip install jovian

import jovian