/Statistical-machine-translator

Based on IBM-1 model statistical machine translator

Primary LanguageJupyter Notebook

Statistical machine translator

Based on IBM-1 model simple translator.

Usage

  1. Get dataset for model (eexample is in /data folder)
  2. Train model (use /training.ipynb)
  3. Make plots if you need it for report (use /plots.ipynb)
  4. Test it! (use /testing.py)

Plots for 20k Russian-Polish sentence pairs

Number of pair as a function of input lines Vocabulary size as a function of input lines