BoNLTK aims to provide out of the box support for various NLP tasks that an application developer might need for Boyig (TIbetan) language.
Project description
Natural Language Toolkit for Boyig (BoNLTK)
BoNLTK aims to provide out of the box support for various NLP tasks that an application developer might need for Boyig (TIbetan) language.
Install
pip install bonltk
How to use
Comming soon
Todo:
-
Tokenizers:
- Hugging face tokenizers
- sentencepiece tokenizer
- Compare above tokenizers with botok
-
WordVectors:
- Word2Vec with gensim
- Emlo
-
Language Models:
- Huggingface transformers
- UMLFit Language model with fastai
-
Text Similarity:
- Sentence similarity using UMLFit, like in inltk
- Implement Text similarity techniques mention in [here]((https://medium.com/@adriensieg/text-similarities-da019229c894)
- Compare all the text similarity algorithms
Resrouce links:
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
bonltk-0.0.4.tar.gz
(9.3 kB
view details)
Built Distribution
File details
Details for the file bonltk-0.0.4.tar.gz
.
File metadata
- Download URL: bonltk-0.0.4.tar.gz
- Upload date:
- Size: 9.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/44.0.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.5
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | b26b575f2894766131185113f13cf8e5ff528d8fa575b08dffc7dae5b08b9e14 |
|
MD5 | 7d94d3f273ee073707a247bc78a870d7 |
|
BLAKE2b-256 | 256f382f8e6dc9b6137e4002ad425a6e1344d1cbe14e72775158c293b29cf317 |
File details
Details for the file bonltk-0.0.4-py3-none-any.whl
.
File metadata
- Download URL: bonltk-0.0.4-py3-none-any.whl
- Upload date:
- Size: 8.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.6.1 requests/2.25.0 setuptools/44.0.0 requests-toolbelt/0.9.1 tqdm/4.51.0 CPython/3.8.5
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 18f75148679301ab2e540c7c178b650e56fc3cf1eed118ebe75587dfccbb72ca |
|
MD5 | e115d4bb2629ee67a2e9fe6feec99057 |
|
BLAKE2b-256 | e57077798ed2a66dcffbc44c89dcfc260cba3cf68c56d92f606d0cd3a7ea5c41 |