Numerical Methods Solver
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Calculates roots of quadratic equations using various numerical methods, enhanced by an AI-powered selection process.
About
This is a Python-based command-line tool designed to solve quadratic equations by employing a range of numerical methods, including Bisection, Newton-Raphson, Secant, and the direct Quadratic Formula. A core feature is its AI-powered capability, utilizing Groq's LLM (Llama-8b) to intelligently determine and apply the most suitable method for a given problem. The tool provides an interactive client for custom equation input, predefined test cases, and a free-form question mode to assist users in understanding numerical methods.
Key Features
- Multiple numerical methods for root finding (Bisection, Newton-Raphson, Secant, Quadratic Formula)
- 0 GitHub stars
- Descriptive error handling and iteration tracking for convergence
- AI-Powered method selection using Groq LLM
- Interactive Command Line Interface (CLI) for custom input
- Support for free-form questions about numerical methods
Use Cases
- Experimenting with and comparing different numerical methods for root finding.
- Learning about numerical methods through an interactive, AI-assisted interface.
- Calculating roots of quadratic equations with diverse numerical approaches.
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