Welcome to Jeremy’s Writing

This site is compendium of stuff I’d like to remember

If I’ve written something that you’ve found confusing or just plain wrong, I’d greatly appreciate you opening a discussion by creating an issue.

Contents:

• Learning
  • Machine Learning
    • On the “Assessment” of Machine Learning Algorithms
    • Introduction to Topological Data Analysis
    • Machine Learning Researchers Suck at Math
    • The Zen of TDA
    • Genetic Algorithm Notes
  • Statistical Learning
    • Hypotheses, Models and Loss Functions
    • Assessing Learners
    • From Samples to Probability Distributions
  • Statistical Inference
    • The Permutation Test
    • Elements of Survival Analysis
    • The Theory Maximum Likelihood Estimators
    • An Introduction to MLE’s
    • The Statement of Fundamental Theorem of MLEs
    • Asymptotic Computations of MLEs
    • Relative Entropy of Gaussian Distributions
  • Data Science
    • Constituent Ingredients of Data Science
    • Types of Data Scientists
    • How I Structure My Jupyter Notebooks
    • Resources
• Math
  • Category Theory
    • Introduction to Categories I: The Data of a Category
    • Categories and Relational Databases
    • Categories and Relational Databases II: Wheres
    • Categories and Relational Databases III: Joins
  • Homotopy Theory
    • The Chevalley-Eilenberg Construction
    • The Connected Components of a Space
  • Information Theory
    • Crash Course in Information and Absolute Entropy
    • Crash Course in Relative Entropy I: Mutual Information
  • Probability Theory
    • Probabilistic Notation
    • Tables to Probabilities
  • Geometry
  • Linear Algebra
    • Introduction to Homological Algebra I: Motivation
    • Introduction to Homological Algebra IV: Maps
    • Introduction to Homological Algebra V: More Maps
• Physics
  • Quantum Physics
    • Notes on Abelian Chern-Simons Theory
  • Statistical Physics
  • Classical Physics
• Longevity
  • Metabolic
  • Movement
  • Sleep
    • Sleep: Best Practices
  • Feeding
  • Biopsychosocial
    • A Teleology of Emotions
    • Emotional Regulation: Goals, Strategies, Tactics and Caveats
  • Biomarkers
    • Dream Wearables
• Software Stuff
  • Collaborative Programming Practices
  • Software Development Questions
  • Refactoring
  • Infrastructure as Code (IAC)
    • Marker of IAC
    • Goal of IAC
    • Strategy: Immutable Infrastructure
    • Principles
    • Practices
    • Acknowledgements
• Stream Main Page
  • Stream To Do
    • Code Sabbath
    • Workflow Days
• To Do List

• Random Writing
  • Why I Love Vim
  • 2021 New Years Resolutions
  • Code Faster
  • Core Possessions
  • Engineering Values