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New node-red control flow for Kubeflow customization pipeline execution #1080

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482170765 opened this issue Dec 22, 2023 · 0 comments
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We develop a new Node-red pipeline control flow over kubeflow pipeline execution. This flow divides the AI training, testing and deployment meta format for kubeflow AI pipeline execution. The functionality of each node varies depending on its assigned mission. For example, the data read node allows loading of different training data sets. The pre-process node allows data cleaning, regulation, normalization options. Further, the algorithm node allows selection of different AI training algorithms, such as decision tree, random forest, logistic regression etc. Details and the code is included in the following repo. site.
https://github.com/sefgsefg/Federated-Learning-on-kubeflow-with-nodered/tree/main/FL_kubeflow_with_node-red/examples

@482170765 482170765 changed the title New node-red control flow for Kubeflow pipeline control New node-red control flow for Kubeflow pipeline execution Dec 22, 2023
@482170765 482170765 changed the title New node-red control flow for Kubeflow pipeline execution New node-red control flow for Kubeflow customization pipeline execution Dec 22, 2023
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