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Chiheb Ben Hammouda's Projects

financepy icon financepy

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

ltsf-linear icon ltsf-linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

mlmcandmultifidelityforabc icon mlmcandmultifidelityforabc

Work-in progress code for paper exploring tuning of MLMC and Multifidelity for ABC inference for stochastic biochemical reaction networks models.

multilevel-monte-carlo-with-importance-sampling-for-srns icon multilevel-monte-carlo-with-importance-sampling-for-srns

This repository includes Matlab codes/routines that were used in our manuscript entitled "Importance sampling for a robust and efficient multilevel Monte Carlo estimator for stochastic reaction networks" that can be found in this preprint: https://arxiv.org/abs/1911.06286

parametric_uncertainty_quantification_option_pricing icon parametric_uncertainty_quantification_option_pricing

This repository includes Matlab codes/routines that were used in my Bachelor thesis entitled "Numerical Methods For Uncertainty Quantification In Option Pricing" that can be found in: https://www.researchgate.net/publication/330005261_Numerical_Methods_For_Uncertainty_Quantification_In_Option_Pricing.

proj_option_pricing_matlab icon proj_option_pricing_matlab

Option Pricing - Exotic/Vanilla: Barrier, Asian, European, American, Parisian, Lookback, Cliquet, Variance Swap, Swing, Forward Starting, Step, Fader

warne2018 icon warne2018

Codes associated with Warne, Baker and Simpson (2018) Implementations of simulation and inference algorithms for stochastic reaction networks: from basic concepts to state-of-the-art

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