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.