Create a simple neural network with one hidden layer to price options, reproducting the Black Scholes formula's results
bs5.ipynb
- Create a dataframe with 24,000 input values, varying S, X and T, but constant
$\sigma$ and, following Hutchinson, Lo and Poggio (HLP) (2004) - Option values are calculated with BSM european call pricing model from Hilpisch (2014)