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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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README.md
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# QuanTAlib - Quantitative Technical Indicators Without Compromises
TA libraries face a fundamental choice: accept approximations for simplicity OR enforce math rigor. We chose rigor.
TA libraries face a fundamental choice: accept approximations for simplicity OR enforce math rigor. QuanTAlib chooses rigor.
**Quan**titative **TA** **lib**rary (QuanTAlib) is a C# library built on the premise that you shouldn't have to choose. Modern CPUs process 4-8 FLOPS per cycle via SIMD. Modern .NET exposes memory layouts making hardware acceleration trivial. QuanTAlib exploits both. **Result:** mathematically rigorous indicators at speeds making real-time multi-symbol analysis practical on ordinary hardware.
@@ -74,12 +74,13 @@ QuanTAlib is designed for speed. Here is how it compares calculating a 500,000 b
| Tulip Indicators | 359.3 μs | 0 B | 1.13x slower |
| Skender Indicators | 71,277 μs | 50.8 MB | 224x slower |
*See [Benchmarks](docs/BENCHMARKS.md) for full details and methodology.*
*See [Benchmarks](benchmarks.md) for full details and methodology.*
## Documentation
- [**Architecture**](docs/ARCHITECTURE.md): Learn about SoA layout, SIMD, and design philosophy.
- [**Indicators**](docs/INDICATORS.md): Full catalog of available indicators and their mathematical families.
- [**Usage Guides**](docs/USAGE.md): Detailed patterns for Span, Streaming, Batch, and Eventing modes.
- [**Integration**](docs/INTEGRATION.md): Setup guides for Quantower, NinjaTrader, and QuantConnect.
- [**Benchmarks**](docs/BENCHMARKS.md): Detailed performance evidence and test methodology.
- [**Architecture**](architecture.md): Learn about SoA layout, SIMD, and design philosophy.
- [**Indicators**](INDICATORS.md): Full catalog of available indicators and their mathematical families.
- [**Benchmarks**](benchmarks.md): Detailed performance evidence and test methodology.
- [**Usage Guides**](usage.md): Detailed patterns for Span, Streaming, Batch, and Eventing modes.
- [**Integration**](integration.md): Setup guides for Quantower, NinjaTrader, and QuantConnect.
- [**Glossary**](glossary.md): Definitions of core QuanTAlib concepts, types, and terminology.