cat ./projects/math374project1-2025
Numerical Differentiation Methods Visualizer
Streamlit tool analyzing forward vs central difference error behavior with truncation and rounding error plots.
- Dates
- Feb 2025 - Feb 2025
- Primary domain
- Data Analysis
- Project kind
- application
- Roles
- Solo-Project
- Location
- Brookings, SD
- Work setting
- on-site
- Team
- solo
- Team size
- 1
Highlights
- Developed Python Streamlit app analyzing numerical differentiation errors comparing forward and central difference methods
- Created interactive Matplotlib visualizations showing truncation vs rounding error across step sizes (10^-1 to 10^-16)
- Computed optimal step sizes and validated theoretical error bounds for IEEE-754 floating-point arithmetic