This app will perform training a model using Neural Prophet to predict IoT Time series analysis with better accuracy. This is an improvement over Facebook's Prophet API.
(The following instructions apply to Posix/bash. Windows users should check here.)
First, clone this repository and open a terminal inside the root folder.
Create and activate a new virtual environment (recommended) by running the following:
python3 -m venv venv
source venv/bin/activateInstall the requirements:
pip install -r requirements.txtRun the model training for Neural-Prophet Forecast:
python readingIoT.pyThis will generate the model by consuming historical IoT data & then performing various KPIs.
- To learn more about Open-CV, check out our documentation.
- To learn more about Matplotlib, check out our documentation.
- To learn more about Neural-Prophet, check out our documentation.