Ecco is a python library for explaining Natural Language Processing models using interactive visualizations.

It provides multiple interfaces to aid the explanation and intuition of Transformer-based language models. Read: Interfaces for Explaining Transformer Language Models.

Ecco runs inside Jupyter notebooks. It is built on top of pytorch and transformers.

The library is currently an alpha release of a research project. Not production ready. You're welcome to contribute to make it better!

List of Web Resources:

• Ecco - Look Inside Language Models
• Finding the Words to Say: Hidden State Visualizations for Language Models