jtitusj / PythonMathMods

Mathematical Modeling in Python

PythonMathMods

Introduction to Mathematical Modeling in Python

Topics

1. Introduction to Python
2. Matrix Manipulation in Python
3. Curve Fitting
4. Solving DIfferential Equations
5. Introduction to Graph Theory and Applications to Network Science
6. Machine Learning

Setting up the Conda Environment and Python Packages

To setup the conda environment in your local machine, do the following:

1. Go to the directory where the environment.yml is located.
2. Assuming that you already have an existing anaconda installation, type conda env create -f environment.yml and wait for the installation to finish.
3. Now, to install other required python packages, type pip install -r requirements.txt and wait for the installation to finish.