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Root Analysis Visualizer

Interactive root-finding analysis comparing Bisection, Newton, and Secant methods.

Dates
Mar 2025 - Mar 2025
Primary domain
Data Analysis
Project kind
application
Roles
Solo-Project
Location
Brookings, SD
Work setting
on-site
Team
solo
Team size
1

Highlights

  • Built Python Streamlit app comparing 3 numerical methods (Bisection, Newton's, Secant) for nonlinear equation solving
  • Implemented convergence analysis with Matplotlib error plots, iteration tracking, and parameter sensitivity analysis
  • Architected modular codebase with 4 Python modules (numerical_methods, test_functions, visualization, report)

Skills and tools

PythonStreamlitMatplotlibNumerical MethodsRoot FindingBisectionNewton MethodSecant MethodData VisualizationConvergence Analysis