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LightGBM

• LightGBM is a gradient boosting framework that uses tree based learning algorithms.

Features

• It is designed to be distributed and efficient with the following advantages:
  1. Faster training speed and higher efficiency
  2. Lower memory usage
  3. Better accuracy
  4. Support of parallel, distributed, and GPU learning
  5. Capable of handling large-scale data

Download Resources

• Python Notebook
• Dataset

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