Numerical Methods

In this repository you can find all the methods related to the Numerical Methods subject of the Universidad de la Amazonia.

The thematic content consists of:

Roots of Functions. Zeros of Functions
- Closed Methods
  - Bisection method
  - Regula falsi method
- Open Methods
  - Fixed point method
  - Newton-Raphson method
  - Secant method
Linear Equation System. Lineal Algebra
- Gauss elimination method
- Gauss-Jordan elimination method
- LU decomposition method
- Inverse matrix method
- Gauss-Seidel method [no work]
Numerical Derivation and Integration
- Numerical Derivative
- Simpson 3/8 method
Linear Regression
- Multiple Linear Regression

Setup

Step 1. Clone the repository.

git clone https://github.com/smaje99/numerical-methods-udla.git

Step 2. Create the virtual environment and install the libraries.

py -m venv venv

venv\Scripts\activate

pip install -r requirements.txt

Step 3. Create the kernel for Jupyter Notebook.

python -m ipykernel install --user --name venv --display-name "Python (Numerical)"

deactivate

Step 4. Run Jupyter Notebook

jupyter notebook

This commands are set to work on Windows.