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Temperature forecast using Long Short-Term Memory

The weather_forecast.ipynb shows an implementation of a deep learning based temperature forecasting model. The models task is to predict the temperature for a given days into the future using a walk-forward prediction approach.

The data used for the prediction is from the Reliable prognosis weather archive. The rp5_weather.csv file stores weather data from the Budapest/Lorinc weather station from 2016.10.01 to 2020.10.25.

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Budapest weather temperature forecast for the VITMAV45 course

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