CS 4740 Fa’23 HW2: NER

This site provides comprehensive documentation for all modules, classes, and methods included in the HW2 NER package, as well as its auxiliary scripts.

NER package

Browse through the contents of the NER package below by clicking through each of the subpackages and modules.

Package Contents:

• ner package
  • Subpackages
    • ner.data_processing package
      • Submodules
        • ner.data_processing.constants module
        • ner.data_processing.data_collator module
        • ner.data_processing.tokenizer module
    • ner.models package
      • Submodules
        • ner.models.ner_predictor module
    • ner.nn package
      • Subpackages
        • ner.nn.embeddings package
        • ner.nn.models package
      • Submodules
        • ner.nn.module module
    • ner.trainers package
      • Submodules
        • ner.trainers.trainer module
    • ner.utils package
      • Submodules
        • ner.utils.metrics module
        • ner.utils.styling module
        • ner.utils.tracker module
        • ner.utils.utils module
        • ner.utils.visualize module

Auxiliary scripts

Browse through the auxiliary package-related scripts below.

Scripts Contents:

• scripts commands
  • Commands
  • scripts.create_hf_dataset command
    • Named Arguments
  • scripts.make_submission command
    • Named Arguments
  • scripts.train_model command
    • Named Arguments
  • scripts.train_tokenizer command
    • Named Arguments

Indices and tables

The following indices list all entities in the package and scripts, and all available modules, respectively.

• Index

• Module Index