This Rep contains

• ACP 2D, 3D
• K-mean
• SVM
• ADMM
• Method of least squares multi-classes with regularisation
• Method of least squares with kernels
• Finite differences
• Differentiable optimization
• Newton-cotes order 5
• Range Kutta 4

Dont forget to go take a look at the "rapport.pdf" in each file

To understand better how the physics, maths and codes work, each files contains a "rapport.pdf" with all the mathematics behind explained.

Population analyzes 1 (ACP_2D_3D ,kmoy)

Population analyzes 2 (SVM, ADMM, kmoy, method of least squares)

Rope simulation (opti of Partial Differential Equations)

Gravitational fields around a spherical mass (Newcotes order 5)

Heat equation (finite differences)

Image partitioning (ACP,kmoy,kernels)

Recognition of handwritten digits (neural links)