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Strava data collection and deeplearning

In this repository you'll find :

  • scrapper.py : running activity data mining on strava. The data taken are completely anonymous. To use this script you'll need a Strava account and register for their API. This script also requires firefox and selenium.

  • segment-search.py : Get the running segments from Strava closest to you. You also need the Strava API for this.

  • strava3.py : Processes mined data and return a pandas dataframe of the dataset.

  • Personal-Mobile-Coach.ipynb : Jupyter notebook of deeplearning model on the processed data.

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Strava running activity data mining, processing and deeplearning

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