Skip to main content

A package for quantifying bias in Danish language models.

Project description

Getting started

The package can be found on pypi and can be installed using pip.

pip install evalda-pub2

Usage

Create a bias detector instance for evaluating ner model:

>>> from evalda-pub2 import Evaluator
 
>>> ev = Evaluator()

Generate ner output:

>>> output = ev.eval_ner(n=5, model_name = "saattrupdan/nbailab-base-ner-scandi", outstyle="condensed", outformat="csv")

Generate ner visualization: (currently non existing:)

>>> viz = ev.visualize(outformat="png")

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

evalda_pub2-0.0.4.tar.gz (3.2 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

evalda_pub2-0.0.4-py3-none-any.whl (3.2 MB view details)

Uploaded Python 3

File details

Details for the file evalda_pub2-0.0.4.tar.gz.

File metadata

  • Download URL: evalda_pub2-0.0.4.tar.gz
  • Upload date:
  • Size: 3.2 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.4.0 CPython/3.9.7 Darwin/21.6.0

File hashes

Hashes for evalda_pub2-0.0.4.tar.gz
Algorithm Hash digest
SHA256 8dd688cb1580ec36d9008dec091d9f053bfa56ef0276692dde70d87086adc47f
MD5 14f92678c6da5a1a8aea25e3ad63f4c4
BLAKE2b-256 3a97ef6e91993275493ce3df83b1a428e54d24acae475a75d16d45325fc39408

See more details on using hashes here.

File details

Details for the file evalda_pub2-0.0.4-py3-none-any.whl.

File metadata

  • Download URL: evalda_pub2-0.0.4-py3-none-any.whl
  • Upload date:
  • Size: 3.2 MB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.4.0 CPython/3.9.7 Darwin/21.6.0

File hashes

Hashes for evalda_pub2-0.0.4-py3-none-any.whl
Algorithm Hash digest
SHA256 bf52e660027a7e19bc7ba4fe03b2ff61151e98d5d9e49e5acaca19406b8bb5a5
MD5 53788ad39a349e6756c145c72e74d779
BLAKE2b-256 4f89c225bd71c453a9c60403886ed1d04f6925426bbf1bb562670554c5a77085

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page