This is the repository for EE2211 python tutorial. In this course, we will introduce very basic python programming and package usage for data science and machine learnings.
Please first following the Handout book to install the anaconda/miniconda, then install the environnment with
conda create --name ee2211 python=3.7 numpy=1.20 matplotlib scikit-learn pandas jupyterlab
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Python and Numpy Basics
EE2211_python_demo.ipynb -
Classification We provides a toy example to conduct a binary classification problem with multi-layer perceptron(MLP).
classification.ipynb -
Fun facts and Example in Python
fun_facts.ipynb