Summary of included files

• The jupyter notebook with the machine learning process done in Amazon's sagemaker studio lab Wildfires.ipynb
• The dataset Wildfires.csv
• The Random Forest model as a serialised object model_randomforest1.pkl
• Output of the simulation video.gif

To test the project

Open it in Sagemaker Studio lab:

References

• Younes Oulad Sayada, Hajar Mousannifb, Hassan Al Moatassime Predictive Modeling of Wildfires: A New Dataset and Machine Learning Approach

• How to simulate wildfires with python

License

This repository, Wildfires-prediction-ignis is licensed, as found in the LICENSE file.