/real_time_prediction_lgbm

Real Time Prediction using Apache beam, LightGBM, Java in GCP

Primary LanguageJupyter Notebook

Real Time Prediction using Apache beam, LightGBM, Java in GCP

For details explanation please follow the article "".

model_training directory contains the saved LightGBM model saved_model diretory.

pmml directory contains the pmml representation of the model file.

  • scoring_using_beam contains the java code for scoring the model.
    • Main class LightGBMPredictioniPipeline.java
    • Utility class for calculating scores using model text file = CalculateScoreFromModelFile.java