Hey there, my name is Daniel and I would like to contribute to Apache StreamPipes project. Therefore I recently joined this dev mailing list.
About me I study Information Engineering and Management in the Master's program - with focus on Machine Learning and Artificial Intelligence - at Karlsruhe Institute of Technologie (KIT). Additionally, I work as a student assistant at the FZI in Karlsruhe in order to gain some practical experience in research. There I got in contact with StreamPipes and became interested in the project. In the course of my studies I already gathered much experience in the Machine Learning and Data Science domain. What are my current ideas for Apache StreamPipes? Specifically, I would like to develop a labeling feature for Apache StreamPipes that allows users to label time series data easily and intuitively (like the image labeling tool of Johannes [1]). My idea is to extend the line chart of the data explorer in such a way that one or more labels can be added by simply marking the data points of interest. The visualization of the data is thereby used as a basis for the labeling, and the labelled data can be afterwards illustrated with colored overlays, too. The long-term goal is to ensure that the data labelled in this way can be used as a starting point for machine learning procedures. I will be very happy to hear about your suggestions about my plans. Thanks in advance. Best regards, Daniel Ebi ________________________________ [1] https://issues.apache.org/jira/projects/STREAMPIPES/issues/STREAMPIPES-78?filter=allopenissues
