8000 Notebook Task 1: Core Conceptual Introduction Series · Issue #18 · UOR-Foundation/factorizer · GitHub
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Notebook Task 1: Core Conceptual Introduction Series #18
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@afflom

Description

@afflom

Task 1: Core Conceptual Introduction Series

Problem

No accessible entry point for learners new to resonance field concepts.

Implementation Plan

Create 4 foundational notebooks that introduce RFH3 concepts progressively:

Notebooks to Create:

  • 01_core_concepts/01_introduction_to_resonance_fields.ipynb

    • Visual factorization comparison (traditional vs resonance field)
    • Live demos with small numbers (15, 21, 35, 77)
    • Field landscape metaphor with 3D plots
    • Historical context and breakthrough insights
  • 01_core_concepts/02_mathematical_foundations.ipynb

    • Unity resonance function derivation
    • Phase coherence across prime moduli
    • Harmonic convergence patterns
    • Scale-invariant properties
  • 01_core_concepts/03_from_brute_force_to_field_navigation.ipynb

    • Algorithm evolution demonstration
    • Trial division limitations
    • Resonance field advantages
    • Adaptive navigation principles
  • 01_core_concepts/04_the_adaptive_paradigm.ipynb

    • Multi-phase search strategies
    • Pattern learning and zone prediction
    • Hierarchical field exploration
    • Performance scaling analysis

Key Interactive Elements

  • Side-by-side factorization comparison widget
  • 3D resonance field visualization with interactive controls
  • Real-time parameter adjustment sliders
  • Live performance metrics display

Acceptance Criteria

  • No mathematical prerequisites beyond high school algebra
  • Interactive demonstrations work in Google Colab
  • Clear progression from intuitive concepts to technical details
  • Learners can factor their first number using RFH3 concepts
  • Visual analogies connect to familiar physical/mathematical phenomena

Dependencies

  • Visualization infrastructure (Task 5)
  • Basic pedagogical framework (Task 6)

Files to Create

notebooks/
├── 01_core_concepts/
│   ├── 01_introduction_to_resonance_fields.ipynb
│   ├── 02_mathematical_foundations.ipynb
│   ├── 03_from_brute_force_to_field_navigation.ipynb
│   └── 04_the_adaptive_paradigm.ipynb
└── shared/
    └── utils/
        └── intro_helpers.py

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