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learningBlackScholes

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)

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