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):"