LightGBMModelOptimizer 0.0.6

Trained Lightgbm Model Optimizer. Reduce size and improve inference time of the trained lightgbm model

LightGBMModelOptimizer Python-package

Usage

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LightGBMModelOptimizer optimized the trained lightgbm model. It reduces size of model & improves the inference time of the model.

To Optimize the trained model without dumping. It will create a new model object and return it.

optimizer = Optimizer()
model = optimizer.optimize_booster(model)

To Optimize the model dump. It will replace the same file with the optimized model file.

optimizer = Optimizer()
_ = optimizer.optimize_model_file('model.txt')