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Ayesha Sohail


Last seen: 10 mois il y a Actif depuis 2024

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Gauss Seidel method vs Gauss Jacobi method
Gauss-Seidel method and Gauss-Jacobi method iterative techniques.

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Explicit Finite Difference Scheme of Parabolic Equation
Check the stability of the scheme by changing one parameter. Simulate results at different instances to see the growth in instab...

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A soumis


Data, data learning, parameter optimisation and modelling!
Lets learn how data could help in epidemiological models analysis

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Linear, Random Forest and Neural Network Regression
When analysing data with outliers, it is sometimes harder to develop model. This folder contains three supervised learners.

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A soumis


Modeling Phosphorus Dynamics in Lakes: Insights into Eutroph
Modeling Phosphorus Dynamics in Lakes: Insights into Eutrophication Management

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SIR final size that we can use to demonstrate the fate of S
This code utilises optimisation twice, for parametric approximation and for disease fate by optimising S_{\infty}. I hope it wil...

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Analyze a two-species competition model
Our goal is to understand the stability of equilibrium points.

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Stability-analysis-of-linearised-models-graphical-analysis
The codes will help you to explore the impact of parametric signs on the dynamics of linearised models around equilibria.

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Hill function trajectories
Hill function for the nonlinear relationship between a stimulus and response, capturing cooperative binding or dose-response eff...

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A soumis


Quantitative analysis of epidemiology models
This code will help you to solve a system of three differential equations. The quantitative analysis by varying parameters.

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Visulizing SVM with Iris Data for Binary Classes
In this code as simple example is presented to learn more about the support vectors and the hyperplane.

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