explainaboard 0.4.1

Explainable Leaderboards for Natural Language Processing

ExplainaBoard SDK

Reconstruct ExplainaBoard into OOP Version

Installation

• for SDK users: pip install explainaboard
• for SDK developers: clone repo and run pip install . inside the repo
  • use pip install -e .for developer install. This is only useful in certain situations. Please see python documentation for this option.

How to use SDK

from explainaboard import TaskType, get_loader, get_processor

path_data = "./explainaboard/tests/artifacts/test-summ.tsv"
loader = get_loader(TaskType.summarization, data = path_data)
data = loader.load()
processor = get_processor(TaskType.summarization, data = data)
analysis = processor.process()
analysis.write_to_directory("./")

Existing Support More

• TaskType.text_classification
  • FileType.tsv
• TaskType.named_entity_recognition
  • FileType.conll
• TaskType.summarization
  • FileType.tsv
• TaskType.extractive_qa
  • FileType.json (same format with squad)