Task definition

Run simple machine learning algorithms.

Features

In Node-RED, there are predefined nodes to access Python Maching Learning libraries.
To do so, these nodes must be installed in the container. This can be done later with the command line of the container or directly in the Docker file of the Node-RED Container. You need the following libraries: Python 3.6 or higher, Numpy, Pandas, SciKit-Learn, Tensorflow.
The following algorithms are available: Decision Tree, Random Forest, Isolation Forest, k-Nearest-Neighbor, Neural Network, Multi Layer Perceptron, Elliptic Envelope, Support Vector Machine.

Aufgabenstellung

Einfache Machine-Learning Algorithmen ausführen.

Eigenschaften

Aus Node-RED können mit vorgefertigten Knoten Python Machine Learning Bibliotheken aufgerufen werden.
Dazu müssen diese im Container installiert sein. Dies kann man nachträglich mit der Command Line des Containers machen oder dies direkt im Dockerfile des Node-RED Containers anpassen. Man braucht folgende Bibliotheken: Python 3.6 oder höher, Numpy, Pandas, SciKit-Learn, Tensorflow.
Folgende Algorithmen stehen zur Verfügung: Decision Tree, Random Forest, Isolation Forest, k-Nearest-Neighbor, Neural Network, Multi Layer Perceptron, Elliptic Envelope, Support Vector Machine.

Hardware components

Art.-No.	Art.-Code	Article	Product Information	List price
1321.400/NFLD	NIOT-E-TPI51-EN-RE/NFLD	netFIELD Connect

Software components

Description	Link	List price
Thing-Editor Node-RED		free of charge
Node-RED Machine Learning		free of charge

Additional information

netFIELD Cloud Management Platform
netFIELD Software
Q & A
The links in this chapter are not explicitly dedicated to the above mentioned hardware platform but may also provide related information.
Contact

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