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Climate Change Prediction Repository

This repository contains a Flask application, a nice interface for a climate change prediction tool which you can run locally on your computer.

To run this project on your laptop please follow the instructions provided below:

  1. Install dependencies (git, python, pip) - find tutorial on internet if you don't know how to

  2. Clone project to you PC.

https://github.com/osanan25/ClimateChangePrediction
  1. Open project folder
cd ClimateChangePrediction
  1. Open terminal in the project directory and run command
python -m venv venv

or

python3 -m venv venv

depending on how you installed python

  1. Activate venv with command
  • windows:
venv\Scripts\activate
  • mac and linux:
source venv/bin/activate
  1. Install pip-compile tool
pip install pip-tools
  1. Create dependencies file
pip-compile --output-file=requirements.txt requirements.in
  1. Install all dependencies with command:
pip3 install -r requirements.txt

  1. In neotebook choose venv you created before as kernal

  2. WHen you run any cell first time IDE will ask you if you want to install Jupyter - agree and proceed

  3. After Jupyter installation you can start work with notebook

Research

Lateset research ML you can find in file training_models.ipynb