/Text_Classification_using_Hagging_Face_Transformers

Primary LanguageJupyter Notebook

Text_Classification_using_Hagging_Face_Transformers

Chapter 2 (Text Classification) in the "Natural Language Processing with Transformers" book from here

Tokenization Notebook

  • The Dataset
  • From Datasets to DataFrames
  • Looking at the Class Distribution
  • How Long Are Our Tweets?
  • From Text to Tokens
  • Tokenizing the Whole Dataset
  • Export the prepared data

Modeling

  • Import the prepared data
  • Training a Text Classifier on Hagging Face Hub
  • Error analysis
  • Saving and pushing the model to Hagging Face Hub