nlpe 0.0.5

A Python library for NLP experiments.

NLPE

Nural Language Process Experiments (NLPE) is a python package supporting you setup NLP experiments fastly.

Its mission is tio reduce the duplicate labors when we set up and NLP models or framework in current popular deep learning framework or methodology.

Installation

Install from Source

git clone https://github.com/codesedoc/nlpe.git
cd nlpe
pip install -e .

Install from PyPi

pip install nlpe

Install from Docker Hub

docker run -it codedocx/nlpe

Experiment

There are examples of conducting expeirments by using nlpe at experiment dir. The experiment/semantic_similarity is an example to calculate semantic similarity of two texts by fine-tuned the uncased BERT on STSB dataset.

cd experiment/semantic_similarity
pip install -r requrements.txt
python main.py -t sematic_similarity -d glue -a bert --eval_strategy epoch --output_dir tmp_trainer

Version: 0.0.5

E-mail: [e-mail]