Displaying Room features. Doing EDA. Predicting future values with Transformer/LSTM
- Installation
- Starting the Application
Clone repository:
git clone https://github.com/P-AEL/IoT.git
Install dependency:
pip install -r requirements.txt
Starting the dashboard:
streamlit run ./main/dashboard.py
Using the InfluxDB:
To be able to use the data from the influxdb you need to edit the credentials.json with the specific api token and write the path to this file into the variable FILEPATH_INFLUXDB_CREDENTIALS in the different python pages
Known Problems:
- The pyvista roomplot doesnt work on mac
- The describe function in the eda page creates a warning (is dependend on the pyarrow version) but doesnt afflict the functionality
- Depending on your streamlit version you might need to delete the parameters in this line: "st.container(border=True):"