Skip to main content

Perform Intent Classification using a list of Entities

Project description

entity-classification

Perform Entity Classification via two inputs: entity_names: list and input_tokens: list

Assume you wish to classify network_topology and you have these tokens extracted from your text:

[
    'edge',
    'network',
    'moderate',
    'cat5',
    'topology',
    'locate'
]

Use this code

from entity_classification import classify

classify(entity_names=['network_topology'], input_tokens=input_tokens)

The result will be

{
    'result': ['network_topology'],
    'tokens': ['network', 'topology']
}

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

entity-classification-0.1.3.tar.gz (4.5 kB view details)

Uploaded Source

Built Distribution

entity_classification-0.1.3-py3-none-any.whl (6.3 kB view details)

Uploaded Python 3

File details

Details for the file entity-classification-0.1.3.tar.gz.

File metadata

  • Download URL: entity-classification-0.1.3.tar.gz
  • Upload date:
  • Size: 4.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.1.13 CPython/3.8.5 Windows/10

File hashes

Hashes for entity-classification-0.1.3.tar.gz
Algorithm Hash digest
SHA256 b146ac4ded1e5ec1e1cafbcd131a7c73e1d142c5ed82c0baf99f85defd108b5a
MD5 418306f03d407398fd52b69cdc346fd3
BLAKE2b-256 37cb2e381a4dc756e90528d6a9c8a235a845925093d8785e700ecdad2ed6f61b

See more details on using hashes here.

File details

Details for the file entity_classification-0.1.3-py3-none-any.whl.

File metadata

File hashes

Hashes for entity_classification-0.1.3-py3-none-any.whl
Algorithm Hash digest
SHA256 3cc851b430193309b55d073408620c157ad7f5a9dd67d100d08a768da6b5041f
MD5 2ceb4b9915702ad11a95981ee1d92bab
BLAKE2b-256 3829cc608476f3224defb0b65fdcbc68180143854f8572d7092e6ed91a2fbae1

See more details on using hashes here.

Supported by

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