Tutorials

This section presents some tutorials about how to integrate the Devo ML Model Manager Client in the process of development a ML model.

Contents

• DGA domain classifier
  • Requirements
  • Setup
  • Prepare the data
  • Build the model
  • Register the model
  • Classify domains
• DGA domain classifier (Keras-ONNX)
  • Requirements
  • Setup
  • Prepare the data
  • Build the model
  • Transform to ONNX
  • Register the model
  • Classify domains
• DGA domain scoring (GBM-ONNX)
  • Requirements
  • Setup
  • Prepare the data
  • Build the model
  • Transform into ONNX
  • Register the model
  • Scoring domains
• Entity classification (kmeans-ONNX)
  • Requirements
  • Setup
  • Build the model
  • Transform to ONNX
  • Register the model
  • Classifying
• Entity classification with Flow
  • Requirements
  • Create the Flow
  • Variables
  • Units overview
  • Remove query splitting