Notebooks

A collection of math and CS notes from university and self-study


Notebooks

Contents

Computer Science Date Documents
Data Structures and Algorithms 2020 [pdf] [md] [html]
Stochastic Modeling and Queuing Theory 2020 [pdf]
Object-Oriented Programming & Design Patterns 2020 [pdf] [md] [html]
Distributed Systems Design and Concepts 2020 [pdf] [md] [html]
SQL 2020 [pdf] [md] [html]
RSA Encryption Essay 2017 [pdf] [md] [html]


Math    
Automorphisms, Connections, and Motivic Cohomology (TOC) 2022 [pdf] [md] [html]
Fiber Bundles, Gauges, and Connections 2021 [pdf] [md] [html]
Ergodic Theory 2020 [pdf] [md] [html]
Differential Geometry 2020 [pdf] [md] [html]
Lie Groups and Lie Algebras 2020 [pdf] [md] [html]
Combinatorics 2020 [pdf] [md] [html]
Chaos Essay 2020 [pdf] [md] [html]
Cellular Automata Essay 2020 [pdf] [md] [html]
Recursive Generating Functions PS 2020 [pdf]
Markov Chains & Chaotic Symbolic Dynamics PS 2020 [pdf]


Machine Learning    
Equivarient graph convolution with Dynkin gauge quivers 2022 [pdf]
Emergent Attention on Yang-Mills Space of Connections 2021 [pdf]
{Artificial, Biological} Neural Networks 2020 [pdf] [md] [html]
Statistical Learning (WIP) 2020 [pdf] [md] [html]
Energy-Based Dynamics in Consciousness 2020 [pdf]
Unifying Inference in Ergodic World Models 2020 [pdf]
Intro Machine Learning Essay 2017 [pdf] [md] [html]


Misc / Interdisciplinary    
Notes on awakening 2023 [pdf]
Geometrization of the Subtle Body 2023 [pdf]
Evolution and Crystallization of Lie Algebras 2023 [html]



Continuous Integration Compilers

LaTex

This repo compiles any modified .tex files and will commit the rendered .pdfs on push to remote using GitHub actions.

Markdown Generation

The action will also converts any modified .tex files into a markdown document using pandoc and will commit the generated .md files on push.

HTML Generation

The main html pages with inline Mathjax are generated by pandoc.

GitHub pages generates Jekyll webpage on path <document-path>/main.html