Air-quality-prediction

Prediction of the daily mean level of PM10 in Italy in 2020.

This repository is part of my bachelor thesis, check out the other works.

• EEA-datasets-handler
• ILMETEO-datasets-handler
• timeSeries-processing
• model-selection

References

• EEA. The European Environment Agency (EEA) is an agency of the European Union, whose task is to provide sound, independent information on the environment.
• ILMETEO. iLMeteo s.r.l è la società tecnologica nata nel dicembre del 2000 dall'idea di Antonio Sanò, attuale presidente, che nel corso degli anni ha sviluppato e prodotto un proprio modello matematico numerico di previsione meteorologica.
• numpy, the fundamental package for scientific computing with Python.
• matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.
• pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language.
• sklearn, machine Learning in Python.

License

MIT