ecco 0.0.10

Visualization tools for NLP machine learning models.

Ecco

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

It provides multiple interfaces to aid the explanation and intuition of Transformer-based language models.

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

• Free software: BSD 3-Clause License

Installation

pip install ecco

Documentation

To use the project:

import ecco
lm = ecco.from_pretrained('distilgpt2')
text= "The countries of the European Union are:\n1. Austria\n2. Belgium\n3. Bulgaria\n4."

output = lm.generate(text, generate=20, do_sample=True)

Changelog

0.0.8 (2020-11-20)

• Allowing the project some fresh air.