smaje99 / numerical-methods-udla

Ejercicios de la asignatura métodos numéricos en la uniamazonia

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

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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.