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Add Stochastic Oscillator implementation and validation tests

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- Implemented Stochastic Oscillator (%K and %D) in Stoch.cs with streaming and batch processing capabilities.
- Added validation tests for the Stochastic Oscillator in Stoch.Validation.Tests.cs, ensuring consistency with Skender.Stock.Indicators.
- Created documentation for the Stochastic Oscillator in Stoch.md, detailing its mathematical formula, architecture, parameters, and common pitfalls.
- Updated project file to include necessary numeric libraries for highest and lowest calculations.
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Miha Kralj
2026-02-12 14:29:54 -08:00
parent 653aafacd8
commit 92709ef2ed
73 changed files with 14721 additions and 35 deletions
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docs/indicators.md
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@@ -103,8 +103,19 @@ Bounded indicators that oscillate around a centerline or between fixed extremes.
| Indicator | Full Name | Notes |
| :-------- | :-------- | :---- |
| [**AC**](../lib/oscillators/ac/Ac.md) | Acceleration Oscillator | AO acceleration (2nd derivative) |
| [**AO**](../lib/oscillators/ao/Ao.md) | Awesome Oscillator | Midpoint momentum |
| [**APO**](../lib/oscillators/apo/Apo.md) | Absolute Price Oscillator | EMA difference |
| [**BBB**](../lib/oscillators/bbb/Bbb.md) | Bollinger %B | Position within Bollinger Bands |
| [**BBS**](../lib/oscillators/bbs/Bbs.md) | Bollinger Band Squeeze | BB inside KC squeeze detection |
| [**CFO**](../lib/oscillators/cfo/Cfo.md) | Chande Forecast Oscillator | Forecast error percentage |
| [**DPO**](../lib/oscillators/dpo/Dpo.md) | Detrended Price Oscillator | Displaced SMA trend removal |
| [**FISHER**](../lib/oscillators/fisher/Fisher.md) | Fisher Transform | Gaussian-normalized price reversal |
| [**INERTIA**](../lib/oscillators/inertia/Inertia.md) | Inertia | Linear regression residual |
| [**KDJ**](../lib/oscillators/kdj/Kdj.md) | KDJ Indicator | Enhanced Stochastic (J = 3K − 2D) |
| [**PGO**](../lib/oscillators/pgo/Pgo.md) | Pretty Good Oscillator | ATR-normalized SMA displacement |
| [**SMI**](../lib/oscillators/smi/Smi.md) | Stochastic Momentum Index | Distance from range midpoint (K/D lines) |
| [**STOCH**](../lib/oscillators/stoch/Stoch.md) | Stochastic Oscillator | Close within N-period H/L range (%K/%D) |
| [**MACD**](../lib/momentum/macd/Macd.md) | MACD | EMA crossover system |
| [**RSI**](../lib/momentum/rsi/Rsi.md) | Relative Strength Index | Bounded 0-100 momentum |
| [**ULTOSC**](../lib/oscillators/ultosc/Ultosc.md) | Ultimate Oscillator | Multi-timeframe weighted |