Spine Interpolation

Group Project on Spine Interpolation for Numerical Methods in Linear Algebra and Calculus - Bsc in Data Science and Society at Central European University

Project Paper

https://github.com/jakthehut/spline_interpolation/blob/main/spline_interpolation_paper.pdf

Appendix & Sources

https://github.com/jakthehut/spline_interpolation/blob/main/Appendix_Sources.pdf

Code Examples

Examining:

Oscillation behavior of Interpolation techniques

https://github.com/jakthehut/spline_interpolation/blob/main/interpolation_polynomial_oscillation.ipynb

How Interpolation techniques handle volatile functions

https://github.com/jakthehut/spline_interpolation/blob/main/volatile_functions_interpolation.ipynb

Cubic Spline and Lagrange Implementation Efficiency

https://github.com/jakthehut/spline_interpolation/blob/main/efficiency_comparison.ipynb

Accuracy of Spline Interpolations

https://github.com/jakthehut/spline_interpolation/blob/main/accuracy_piecewise_interpolation.ipynb