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@UBC-UrbanDataLab UBC Urban Data Lab

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    14 repositories

    • UBC-E-Grid

      Public
      Modelling/forecasting for UBC and Vancouver Lower Mainland buildings, on energy consumption, GHG emissions, cost analysis, and decision making to reach net-zero
      0•0•0•0•Updated Aug 23, 2024Aug 23, 2024

    • Rogers-Avro-Toolkit

      Public
      A repo that contains Python functions to work with the Rogers avro files.
      Python
      •0•0•0•0•Updated Dec 22, 2021Dec 22, 2021

    • Anomaly-Detection-MDS2021

      Public
      Provides a proposed approach for a near real-time anomaly detection system with Urban Data Lab's time series database. The approach uses an LSTM for detection with InfluxDB using open-source software.
      Jupyter Notebook
      •4•8•0•0•Updated Jun 22, 2021Jun 22, 2021

    • ION_data

      Public
      The Urban Data Lab provides access to live streaming data on power, energy, water, and gas use of UBC buildings.
      Jupyter Notebook
      •0•0•0•0•Updated Apr 1, 2021Apr 1, 2021

    • SkySpark_data

      Public
      The Urban Data Lab provides access to 15-minute data on UBC buildings streaming from the UBC EWS SkySpark platform.
      Jupyter Notebook
      •2•0•0•0•Updated Mar 23, 2021Mar 23, 2021

    • BlueCity_API

      Public
      This API provides access to the location, class, and tracking ID of each object within a frame. This API can be used to build more advanced applications on top of our traffic monitoring solution.
      0•1•0•0•Updated Feb 16, 2021Feb 16, 2021

    • Numina_API

      Public
      This notebook will include features of the Numina Sensor API and how to query data from their API using Python.
      Jupyter Notebook
      •0•0•0•0•Updated Feb 13, 2021Feb 13, 2021

    • Classifying-End-Use-MDS2020

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Jul 31, 2020Jul 31, 2020

    • lstm_data

      Public
      1•0•0•0•Updated Oct 15, 2019Oct 15, 2019

    • boxplot_data

      Public
      1•0•0•0•Updated Oct 15, 2019Oct 15, 2019

    • deep-buildings

      Public
      Python
      •0•0•0•0•Updated Sep 25, 2019Sep 25, 2019

    • RNN-Time-series-Anomaly-Detection

      Public
      RNN based Time-series Anomaly detector model implemented in Pytorch.
      Python
      •
      Apache License 2.0
      •318•1•0•0•Updated Aug 7, 2019Aug 7, 2019

    • tutorials

      Public
      Tutorials for how to access campus datasets.
      Jupyter Notebook
      •1•0•0•0•Updated Jun 26, 2019Jun 26, 2019

    • spatial-dashboard

      Public
      HTML
      •1•0•0•0•Updated Jun 15, 2019Jun 15, 2019