https://github.com/adamdad/ee2211_python

https://github.com/adamdad/ee2211_python

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• Host: GitHub
• URL: https://github.com/adamdad/ee2211_python
• Owner: Adamdad
• Created: 2022-08-08T14:51:34.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2022-08-17T05:31:51.000Z (almost 4 years ago)
• Last Synced: 2025-01-17T01:27:00.715Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 354 KB
• Stars: 3
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# EE2211 Python

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

1. **Python and Numpy Basics**

        EE2211_python_demo.ipynb

2.  **Classification** We provides a toy example to conduct a binary classification problem with multi-layer perceptron(MLP).

        classification.ipynb

3. **Fun facts and Example in Python**

        fun_facts.ipynb