robin-guilliou Goto Github PK
Name: Robin Guilliou
Type: User
Robin Guilliou's Projects
bond-pricing
Implementation of a fixed-rate bond pricer to compute various bond metrics (yield to maturity, price, duration, convexity...).
crypto-analysis
Application of data science methods to a cryptocurrencies dataset.
linear-algebra
Implementation of various techniques to solve linear systems of equations.
machine-learning-loan-default
Loan default prediction using machine learning models (logistic regression, random forest, gradient boosting, neural network, stacked classifier).
option-pricing
Option pricing with various models (Black-Scholes, Heston, Merton jump diffusion, etc) and methods (Monte Carlo, finite difference, Fourier).
probability-problem
Probability problem solved numerically.
random-matrix-theory
Analysis of the correlation structure of random systems and factor models.
svm-optimization
Support Vector Classifier optimization using SMO and PEGASOS.
unconstrained-optimization
Unconstrained optimization methods.
vasicek-calibration
Simulation of interest rate paths and calibration of the Vasicek model.
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