Участник:Strijov/Drafts

Материал из MachineLearning.

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Содержание

  • Geometric deep learning
  • Functional data analysis
  • Applied mathematics for machine learning

Syllabus and goals

Theme 1:

Message

Basics

Application

Code

https://papers.nips.cc/paper/2018/file/69386f6bb1dfed68692a24c8686939b9-Paper.pdf



Theme 1: ODE and flows

Goes to BME

Theme 1: PDE

(after RBF)


Fourier for fun and practice 1D

Fourier Code

Fourier for fun and practice nD

Theme 1: High order splines

Theme 1: Topological data analysis

Theme 1: Homology versus homotopy

W: Homology



Fundamental theorems

W: Inverse function theorem and Jacobian

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