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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.

kan-tutorial icon kan-tutorial

Understanding Kolmogorov-Arnold Networks: A Tutorial Series on KAN using Toy Examples

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

open-meteo icon open-meteo

Free Weather Forecast API for non-commercial use

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

pymle icon pymle

Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)

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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