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Predicting weather using LSTM and Azure Machine Learning

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melsigl/weather-predict

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Predict Weather: Temperature Forecast

Datasource

We will use daily weather data curated and provided by German Meteorological Service (Deutscher Wetterdienst, DWD). All climate related data are publicly available either through HTTPS or FTP.

To download specific climate data use script prepare_aml_workspace.py. This script downloads, extracts, deletes zip file, performs minimal data preparation, and uploads those csv files to your AML workspace, i. e. it registers every csv file as a single dataset. To perform these operations you need to download your AML workspace configuration and place it in the root of this project.

Data description (for daily data) is available in German and English.