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:
-
Install dependencies (git, python, pip) - find tutorial on internet if you don't know how to
-
Clone project to you PC.
https://github.com/osanan25/ClimateChangePrediction
- Open project folder
cd ClimateChangePrediction
- Open terminal in the project directory and run command
python -m venv venv
or
python3 -m venv venv
depending on how you installed python
- Activate venv with command
- windows:
venv\Scripts\activate
- mac and linux:
source venv/bin/activate
- Install pip-compile tool
pip install pip-tools
- Create dependencies file
pip-compile --output-file=requirements.txt requirements.in
- Install all dependencies with command:
pip3 install -r requirements.txt
-
In neotebook choose venv you created before as kernal
-
WHen you run any cell first time IDE will ask you if you want to install Jupyter - agree and proceed
-
After Jupyter installation you can start work with notebook
Lateset research ML you can find in file training_models.ipynb