Notebooks

Contents

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| 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] |

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| 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] |

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| 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] | | Intro Machine Learning Essay | 2017 | [pdf] [md] [html] |

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| Misc / Interdisciplinary | | | | ----------------------------------------------- | ---- | -------------------------------------------------------------------------------------- | | Notes on awakening | 202