Hedgehog-Computing/hedgehog-lab
Hedgehog Lab
Hedgehog Lab is a browser-based scientific computing environment designed for executing numerical analysis, matrix operations, and symbolic computation directly within a web browser. It functions as a native engine for algebraic manipulation and equation solving, allowing users to perform complex mathematical tasks without requiring external server-side infrastructure or software installations.
The platform distinguishes itself by leveraging hardware acceleration to process large-scale linear algebra and matrix calculations. It integrates a symbolic engine that parses mathematical expressions into tree structures, enabling the derivation of exact analytical solutions rather than relying on numerical approximations. To maintain interface responsiveness during intensive tasks, the environment utilizes background threading for code execution.
Beyond its computational capabilities, the project includes a declarative layer for rendering interactive data visualizations and a typesetting system that converts mathematical markup into professional scientific notation. The environment is self-contained, utilizing client-side bundling to manage scientific libraries and provide a complete workspace for research and data processing.
Features
- Scientific Computing Platforms - Provides a complete browser-based environment for numerical analysis, matrix operations, and symbolic computation.
- Symbolic Expression Manipulators - Provides a browser-native engine for algebraic manipulation and symbolic equation solving to derive exact analytical solutions.
- GPU-Accelerated Computation - Offloads intensive linear algebra and matrix calculations to graphics hardware for high-performance numerical analysis.
- Scientific Computing - Provides an environment for running scientific scripts and data processing tasks directly in the browser.
