Algorithms with JULIA : optimization, machine learning, and differential Equations using the JULIA language

Algorithms with JULIA : optimization, machine learning, and differential Equations using the JULIA language / Clemens Heitzinger.

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Bibliografski detalji
Glavni autor: Heitzinger, Clemens
Format: e-knjiga
Jezik:English
Izdano: Cham : Springer, 2022.
Teme:
Computer algorithms.
Julia (Computer program language)
algorithms.
Algoritmos computacionales
JULIA (Lenguaje de programación)
Mathematical analysis
Numerical analysis
Online pristup:Click for online access
Sadržaj:
  • An Introduction to the Julia Language
  • Functions
  • Variables, Constants, Scopes, and Modules
  • Built-in Data Structures
  • User Defined Data Structures and the Type System
  • Control Flow
  • Macros
  • Arrays and Linear Algebra
  • Ordinary Differential Equations
  • Partial-Differential Equations
  • Global Optimization
  • Local Optimization
  • Neural Networks
  • Bayesian Estimation.

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