least-squares-and-ransac-fitting's Introduction

ENPM 673-HW1

Authors

Dependencies

python3
Matplotlib
Numpy

Procedure to run the Codes:

Run the python files from the code folder which contains all the codes.

python3 LeastSquareCurveFitting.py

which discusses Least Squares,Total Least Squares and Least Squares with regularization and run

python3 RANSAC_LS.py

which discusses RANSAC function for the given datasets

For Singular Value Decomposition,Run

python SVD.py

Figure 1 - Least Squares Curve tting using Regularization for Dataset 1 and Dataset 2

In order to get more information visit the below GitHub link: https://github.com/aarjunsrinivasan/sarjun_hw1

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