Grafana graph panel with TensorFlow models has a capability to create a train ML models right in web-browser. No backend required. Panel uses TensoFlow JS - an open-source hardware-accelerated JavaScript library for training and deploying machine learning models.
- Plugin should be placed in
.../grafana/data/plugins - git clone https://github.com/vsergeyev/tensorflow-grafana-app.git
- cd tensorflow-grafana-app
- yarn
- yarn dev --watch
- restart Grafana
- LoudML app should be in plugins list, you may need to activate it
- enjoy :)
- Select data from your prefered datasource
- Select TensorFlow graph as Visualization
- Select data range to train/fit model on
- Click "Create TensorFlow model" button
- Enjoy :)