https://github.com/grindelfp/project-skuld

My Bachelor's degree diploma thesis. The main goal is to implement a programming library for neural network-based numerical integration of a complex dimensional functions.
https://github.com/grindelfp/project-skuld

diploma-project neural-networks neural-numerical-integration numerical- numerical-integration

Last synced: about 1 year ago
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My Bachelor's degree diploma thesis. The main goal is to implement a programming library for neural network-based numerical integration of a complex dimensional functions.

• Host: GitHub
• URL: https://github.com/grindelfp/project-skuld
• Owner: GrindelfP
• License: other
• Created: 2024-11-04T13:50:46.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-03-19T14:35:07.000Z (about 1 year ago)
• Last Synced: 2025-03-19T15:35:32.053Z (about 1 year ago)
• Topics: diploma-project, neural-networks, neural-numerical-integration, numerical-, numerical-integration
• Language: Jupyter Notebook
• Homepage: https://grindelfp.github.io/skuld-site.github.io/
• Size: 47.2 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 7
• Metadata Files:
  • Readme: README.adoc
  • License: LICENSE

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README

          
= Project "Skuld" =

Preamble: Skuld is a Norn (a fate goddess) from Scandinavian mythology. My choice when picking her name as a title for my project as well as (probably) my numerical integration library is dictated by the nature of the goddess: she fortells what should happen the same as a neural network fortell the function for inputed parameters, not calculates it. Also the reason is that I like the Scandinavian mythology pretty much.

== Description ==

My Bachelor's degree diploma thesis. The main goal is to implement a numerical integration library for neural network-based numerical integration of a complex dimensional functions. 

== Project structure ==

* *diploma-text* directory contains text assets for my diploma tesis.

* *cat* directory contains the sourse code of the project:

  ** *nn-c-test* directory contains C programming language attempt on creating the NNI system (was a bad idea and will not be developed later).

  ** *nn-python* directory contains main implementations using the Python programming language (moslty Jupyter notebooks, but some source .py code also).

    *** *lib* directory contains .py files and will be the main storage space for my library.

    *** *main-notebooks* directory contains the "good" Jupyter notebooks (those, I recon, containing the best code and results).

    *** *playground* other Jupyter notebooks as well as unfinished, abandoned, banished and wrong-idea code.

== Goals ==

Main goal:

*Implement the Skuld library which can be used to integrate multi-dimensional functions.*

Less general goals can be observed under the https://github.com/GrindelfP/project-skuld/milestones[Milestones] section.