urduhack

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Research community for Urdu NLP.

Funding Links: https://github.com/sponsors/urduhack

• Name: UrduHack
• Location: Global
• Kind: organization
• Followers: 18
• Following: 0
• Total stars: 410
• Repositories count: 6
• Created at: 2022-11-18T22:35:50.040Z
• Updated at: 2024-10-29T21:13:47.854Z
• Last synced at: 2024-10-29T21:13:47.854Z

GitHub Sponsors Profile

Urduhack: A Python NLP library for the Urdu language
Urduhack is an NLP library for the Urdu language. It comes with a lot of battery included features to help you process Urdu data in the easiest way possible.
Our Goal

Academic users Easier experimentation to prove their hypothesis without coding from scratch.
NLP beginners Learn how to build an NLP project with production-level code quality.
NLP developers Build a production-level application within minutes.

🔥 Features Support

[x] Normalization
[x] Tokenization
[x] Preprocessing
[x] Pipeline Module
[x] Models

[x] Pos tagger
[ ] Sentimental analysis
[ ] Sentence classification
[ ] Documents classification
[ ] Name entity recognition
[ ] Image to text
[ ] Speech to text

[x] Datasets loader

🛠 Installation
Urduhack officially supports Python 3.6–3.7 and runs great on PyPy.
Installing with tensorflow cpu version.
$ pip install urduhack[tf]

Installing with tensorflow gpu version.
$ pip install urduhack[tf-gpu]

Usage
import urduhack

# Downloading models
urduhack.download()

nlp = urduhack.Pipeline()
text = ""
doc = nlp(text)

for sentence in doc.sentences:
print(sentence.text)
for word in sentence.words:
print(word)

🔗 Documentation
Fantastic documentation is available at https://urduhack.readthedocs.io/

Documentation

Installation
How to install Urduhack and download models

Quickstart
New to Urduhack? Here's everything you need to know!

API Reference
The detailed reference for Urduhack's API.

How to Contribute

Check for open issues or open a fresh issue to start a discussion
around a feature idea or a bug. There is a Contributor Friendly
tag for issues that should be ideal for people who are not very
familiar with the codebase yet.
Write a test which shows that the bug was fixed or that the feature
works as expected.
Send a pull request and bug the maintainer until it gets merged and
published. :)

👍 Contributors
Special thanks to everyone who contributed to getting the UrduHack to the current state.

• Current Sponsors: 0
• Past Sponsors: 0
• Total Sponsors: 0
• Minimum Sponsorship: $5.00

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