biome-text 1.0.0rc1

Biome-text is a light-weight open source Natural Language Processing toolbox built with AllenNLP

Natural Language Processing library built with AllenNLP and Huggingface Transformers

Quick Links

• Documentation

Features

• State-of-the-art and not so state-of-the-art models trained with your own data with a simple workflow.

• Exploration UI for error analysis with interpretations.

• Efficient data reading for (large) datasets in multiple formats and sources (CSV, Parquet, JSON, Elasticsearch, etc.).

• Modular configuration and extensibility of models, datasets and training runs programmatically or via config files.

• Use via cli or as plain Python (e.g., inside a Jupyter Notebook)

• Compatible with AllenNLP and Huggingface Transformers

Installation

You can install biome.text with pip or from source.

Pip

The recommended way of installing the library is using pip. You can install everything required for the library:

pip install biome-text

Install from Source

To install biome-text from source, clone the repository from github:

git clone https://github.com/recognai/biome-text.git
cd biome-text
python -m pip install .

If the make command is enabled in your system, you can use already defined make directives:

make install

or

make dev

for a developer installation

You can see defined directives as follow:

make help

Test

Test biome-text with pytest

cd biome-text
pytest

Licensing

The code in this project is licensed under Apache 2 license.