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data-archived's Introduction

deepchar

Transliteration

deepchar.github.io

  • Support for many languages and scripts
  • Robustness on user-generated content and entities
  • Developer-friendly API
  • Open-source

Install

Coming soon...

To install the client

Python

pip i deepchar
from deepchar import transliterate
...

JavaScript

npm i deepchar
const { transliterate } = require('deepchar')
...

Developing

Training and serving your own transliteration system

  • language- and script-agnostic approach
  • sequence-to-sequence models and transfer learning

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data-archived's Issues

Update readme file

Add descriptions how use main script to extract text and generate character level transliterations.

Clean downloaded data

We should at least uniquify, which will downweight the boilerplate like headers and footers. But it would be even better to remove the most common lines.

Basically we should only preserve lines in a document that did not appear in any other document in the corpus.

We can clean very aggressively because lack of data is not a problem.

Update requirements files

As has been added OpenSubClient.py need to update dependencies in requirements.txt
Also need Add in Readme.txt about OpenSubClient.py

More realistic data generation

Consistent style inside of one word and one row

Be smart about uppercase digraphs (eg ิฝ => KH vs Kh depending on context)

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