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morphology-segmentation

Morphology Segmentation using DPGMM

Research project done as a part of my research internship at NAAMII.

Instructions

  1. Add a raw Nepali text corpus in the data folder. You can select the name of the file in run.py
  2. Set the parameters in run.py
  3. Run run.py
    • After every 10 iterations of the Gibbs Sampling, model is saved in models directory.
    • You can continue the training later with a saved model.
  4. Run inference.py for inference

All the mathematical background can be found here.