that-nlp-library 0.0.2

Aim to be a convenient NLP library with the help from HuggingFace

Welcome to that-nlp-library

Install

pip install that_nlp_library

Index

Text preprocessing

• Text Augmentation
• Text Transformation

Text Controller

• Text Main

Model Controller

• Model Main

Roberta-based classification model + Detailed tutorials

• Classification Model Architectures, Metrics and Loss Functions
  • A simple example using EnviBert model
  • Full tutorial on EnviBert Single-Head model
  • Full tutorial on EnviBert Multi-Head model
  • Full tutorial on EnviBert Multi-Label model
• Deep Hierarchical Classification Architecture
  • Full tutorial on EnviBert DHC
• Conditional Probability Classification Architecture
  • Full tutorial on EnviBert Conditional Probability