Video Tutorials
Learn how to master sci-math-wasm with our step-by-step video guides.
1. Getting Started (3:45)
A quick introduction to installing the library and running your first WASM-accelerated computation.
- Installation via npm/pnpm/yarn
- Configuring the WASM provider
- Basic signal processing example
- Difference between
SciMathJSandSciEngine
2. Advanced Matrix Operations (5:20)
Deep dive into linear algebra and the Cache-Oblivious Tiled Matrix Multiplication.
- Creating matrices from flat arrays
- Understanding row-major vs column-major
- Solving linear systems
- Eigenvalue decomposition
3. High-Performance Signal Analysis (7:15)
Learn how to build a real-time signal analyzer using the parallel processing capabilities of sci-math-wasm.
- FFT and Spectrum analysis
- Savitzky-Golay smoothing
- Peak detection with prominence
- Real-time performance optimization
4. Migration from NumPy/SciPy (4:30)
Transition your Python research code to the web seamlessly.
- Mapping NumPy functions to
sci-math-wasm - Differences in memory layout
- Achieving 10x speedup over standard JS