Usage:

Import forcasting module

from Forecast import create_series

create_series() function has following parameters:

1. in_array : time series data (numpy array or list of values)
2. window_size : window size for feed forward network
3. period : number of periods to predict
4. minV : assumed minimum value for the time series
5. maxV : assumed maximum value for the time series
6. layer_nodes : list of values for the number of node for each layer in the neural network(Should be more than or equal to 2 values in the list)
7. sigmoid : name of the sigmoid function('tanh' or 'logistic')
8. epochs : number of iterations in the neural network

you can either edit these values in the code itself

time_series = [some series] create_series(time_series, 10, 15, 0, 100, [3,5,7], 'tanh', 700000)