https://github.com/work-nobu/ml_air_pollution

https://github.com/work-nobu/ml_air_pollution

Last synced: 29 days ago
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• Host: GitHub
• URL: https://github.com/work-nobu/ml_air_pollution
• Owner: Work-Nobu
• Created: 2024-07-05T12:07:17.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-07-12T12:03:57.000Z (6 months ago)
• Last Synced: 2024-11-05T00:42:48.417Z (3 months ago)
• Language: Python
• Size: 28.8 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ML Project

We worked on a ML challenge from Zindi.

https://zindi.africa/competitions/zindiweekendz-learning-urban-air-pollution-challenge/data

We tried 7 different supervised ML models.

## Python environment set up

### **`macOS`** type the following commands : 

- For installing the virtual environment you can either use the [Makefile](Makefile) and run `make setup` or install it manually with the following commands:

     ```BASH

    make setup

    ```

    After that active your environment by following commands:

    ```BASH

    source .venv/bin/activate

    ```

Or ....

- Install the virtual environment and the required packages by following commands:

    ```BASH

    pyenv local 3.11.3

    python -m venv .venv

    source .venv/bin/activate

    pip install --upgrade pip

    pip install -r requirements.txt

    ```

    

### **`WindowsOS`** type the following commands :

- Install the virtual environment and the required packages by following commands.

   For `PowerShell` CLI :

    ```PowerShell

    pyenv local 3.11.3

    python -m venv .venv

    .venv\Scripts\Activate.ps1

    pip install --upgrade pip

    pip install -r requirements.txt

    ```

    For `Git-bash` CLI :

  

    ```BASH

    pyenv local 3.11.3

    python -m venv .venv

    source .venv/Scripts/activate

    pip install --upgrade pip

    pip install -r requirements.txt

    ```

    **`Note:`**

    If you encounter an error when trying to run `pip install --upgrade pip`, try using the following command:

    ```Bash

    python.exe -m pip install --upgrade pip

    ```