The repository has the codes to identify co-linear (linearly dependent columns in a data) using linear algebra techniques.
Here three methods are implemented:
- Symbolic Method using Sympy.
- Numerical method using SVD method.
- Implementation of MATLAB null(x, 'r').
For numerical technique tol can be adjusted to set threshold below which variables can be removed. To be strict choose higher value of tol.