Участник:Strijov/Drafts

Материал из MachineLearning.

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(Theme 1: PDE)
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* Functional data analysis
* Functional data analysis
* Applied mathematics for machine learning
* Applied mathematics for machine learning
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==General principles==
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1. The experiment and measurements defines axioms i
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==Syllabus and goals==
==Syllabus and goals==
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===Code===
===Code===
https://papers.nips.cc/paper/2018/file/69386f6bb1dfed68692a24c8686939b9-Paper.pdf
https://papers.nips.cc/paper/2018/file/69386f6bb1dfed68692a24c8686939b9-Paper.pdf
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==Theme 1: Surface differential geometry ==
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[https://www.coursera.org/lecture/image-processing/3-surface-differential-geometry-duration-11-43-vtuJ1 Coursera code video] for Image and Video Processing
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[https://morioh.com/p/18b3158eab36?f=5c21fb01c16e2556b555ab32&fbclid=IwAR0FBF6IfmEaaedMEDzxiSclxGgNVweHgDQZympUZ-4doeKGNwQwUvp9upo Fourier Code]
[https://morioh.com/p/18b3158eab36?f=5c21fb01c16e2556b555ab32&fbclid=IwAR0FBF6IfmEaaedMEDzxiSclxGgNVweHgDQZympUZ-4doeKGNwQwUvp9upo Fourier Code]
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== Fourier for fun and practice nD==
== Fourier for fun and practice nD==
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== Geometric Algebra ==
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experior product and quaternions
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==Theme 1: High order splines==
==Theme 1: High order splines==

Версия 19:43, 1 августа 2021

Содержание

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


General principles

1. The experiment and measurements defines axioms i


Syllabus and goals

Theme 1:

Message

Basics

Application

Code

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


Theme 1: Surface differential geometry

Coursera code video for Image and Video Processing



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

Geometric Algebra

experior product and quaternions


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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