GuLA, Gu's Linear Algebra

Learn linear algebra and its application.

Toy project : gula package, guhwan's linear algebra package

1. Naive implementation of linear algebra algorithm. It contains matrix decomposition, vector orthogonalization, equation solver, simplex(1D linear programming) and etc.
2. Signal processing topics. It contains DFT(descrete fourier transform), Haar wavelet and etc.
3. Couple of problems about number theory. About Galois field, Hamming code problems with gula package.

Topics :

1. Introduction to Linear algebra.
2. Application on Numerical analysis.
3. To use a matrix libraries in practical languages, C++ or Python.

Textbook :

1. Introduction to Linear algebra (Fifth Edition), Gilbert Strang.
2. Coding the Matrix: Linear Algebra through Computer Science Applications (First Edition), Philip N. Klein

Libraries :

1. Numpy, Scientific computing library for Python (In this procject, Python 3.7.x)
2. Eigen, Simple header only library for C++
3. Xtensor, Similar interface to Numpy, C++