Development of 3 methods
1.1 Newton’s method under equality constrains
1.2 Log Barrier Method
1.3 Primal-Dual Interior-Point Methods

Documentation
2.1 A fully mathematical analysis with latex/rst records
2.2 Algorithms devs
2.3 Other files

Visualization 2-d step-by-step

Example notebooks

Streamlit app