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Numerical integration of SDEs with variance reduction methods for Monte Carlo simulation

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piers-hinds/sde_mc

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Monte Carlo simulation for SDEs with variance reduction methods

This library provides PyTorch implementation (with GPU support) of:

  1. Numerical integration of Stochastic Differential Equations driven by Lévy noise
  2. Monte Carlo methods to compute the expectation of a functional of the terminal value
  3. Variance reduction techniques using Deep Learning

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Numerical integration of SDEs with variance reduction methods for Monte Carlo simulation

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