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Refactor documentation to remove "Zero-Allocation Design" sections across various trend indicators and implement a PowerShell script for automated cleanup

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- Updated mathematical foundations and performance profiles where necessary to maintain clarity and coherence.
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Miha Kralj
2025-12-21 14:37:44 -08:00
parent 54c309e5cf
commit a7b7207801
65 changed files with 1766 additions and 482 deletions
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lib/trends/mgdi/Mgdi.md
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@@ -15,13 +15,6 @@ The MGDI formula is unique. It looks like an EMA, but the smoothing constant is
- **Price > MGDI**: The market is speeding up (or recovering). The denominator grows, slowing the adjustment to prevent overshoot.
- **Price < MGDI**: The market is falling. The formula adapts to hug the price without breaking.
### Zero-Allocation Design
The implementation is extremely lightweight.
- **State**: Only requires the previous MGDI value.
- **Math**: Pure scalar operations. No buffers, no loops.
## Mathematical Foundation
$$ \text{MGDI}_t = \text{MGDI}_{t-1} + \frac{P_t - \text{MGDI}_{t-1}}{k \times N \times (\frac{P_t}{\text{MGDI}_{t-1}})^4} $$