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def sigmoid(x):
    x = 1/(1+np.exp(-x))
    return x

def sigmoid_grad(x):
    return (x)*(1-x)

def relu(x):
    return np.maximum(0,x)

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import pandas as pd
import numpy as np
import cv2
import os
import h5py
from tqdm import tqdm
from keras.preprocessing import image
from keras.applications.inception_v3 import InceptionV3, preprocess_input
from keras.models import Model, load_model, Sequential
from keras.layers import Input, LSTM, Dense, Dropout

varun19299

import pandas as pd
import numpy as np
import cv2
import os
import h5py
from tqdm import tqdm
from keras.preprocessing import image
from keras.applications.inception_v3 import InceptionV3, preprocess_input
from keras.models import Model, load_model, Sequential
from keras.layers import Input, LSTM, Dense, Dropout

varun19299

import pandas as pd
import numpy as np
import cv2
import os
import h5py
from tqdm import tqdm
from keras.preprocessing import image
from keras.applications.inception_v3 import InceptionV3, preprocess_input
from keras.models import Model, load_model, Sequential
from keras.layers import Input, LSTM, Dense, Dropout

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# This script generates mkdocs friendly Markdown documentation from a python package.
# It is based on the the following blog post by Christian Medina
# https://medium.com/python-pandemonium/python-introspection-with-the-inspect-module-2c85d5aa5a48#.twcmlyack 

import pydoc
import os, sys

module_header = "# Package {} Documentation\n"
class_header = "## Class {}"
function_header = "### {}"

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echo "Will install all necessary dependencies for the workshop"

echo "Begin by upgrading shell and subsystem"

sudo apt-get update
sudo apt-get upgrade

echo "Installing gcc"

sudo apt-get install gcc make build-essential gfortran

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echo "Will install all necessary dependencies for the workshop"

echo "Begin by upgrading shell and subsystem"

sudo apt-get update
sudo apt-get upgrade

echo "Installing gcc"

sudo apt-get install gcc make build-essential gfortran

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