Linear Algebra from Scratch — Python

Implementation of core linear algebra concepts from scratch using NumPy. Part of my quantitative finance learning journey (MSc 2027).

Contents

• Vector spaces, bases, linear maps
• Matrix operations, determinant, trace
• Gram-Schmidt orthogonalization
• PCA from scratch on CAC 40 returns (S2)

Stack

Python · NumPy · Matplotlib · Jupyter