Commit Graph
4 Commits
Author SHA1 Message Date
Miha Kralj 4dbb093892 Add Kahan-Babuška Summation Algorithm and Enhance Variance Indicator Tests
- Introduced a new `Sum` class implementing the Kahan-Babuška algorithm for high-precision rolling summation.
- Added comprehensive documentation for the `Sum` class, detailing its mathematical foundation, performance profile, and use cases.
- Refactored `VarianceIndicator` tests to improve clarity and coverage, including checks for different source types and the ability to change properties.
- Enhanced `UsfIndicator` tests to validate initialization, processing of updates, and property changes.
- Updated `UsfIndicator` implementation to simplify source handling and improve short name generation.
- Modified Qodana configuration to exclude unused auto property accessor warnings.
2025-12-29 18:56:10 -08:00
Miha Kralj 16a21a5b65 feat: Add Cumulative Moving Average (CMA) implementation with detailed documentation
- Introduced Cma class for calculating the Cumulative Moving Average using Welford's algorithm with FMA for precision.
- Added methods for batch processing and streaming updates.
- Implemented a comprehensive markdown documentation for CMA, covering its mathematical foundation, performance profile, and use cases.
- Enhanced existing trend indicators (Bessel, Butter, Htit, Jma, Mama, Ssf, Vidya) with FMA for improved numerical stability and precision.
- Updated Adosc to utilize a single-pass algorithm for performance optimization.
- Fixed date initialization in benchmarks to ensure UTC consistency.
2025-12-29 09:34:37 -08:00
Miha Kralj 4ff6dc0ad9 feat(statistics): add Variance indicator with O(1) calculation and usage example 2025-12-25 17:18:41 -08:00
Miha Kralj 4b17984cfd Add PWMA implementation and tests; enhance documentation 2025-12-13 20:21:21 -08:00