Education Toolkit for Bahasa Indonesia NLP

This repository is the PyPI version intended for production use. It is maintained for accuracy purposes. For example code, experimental / in-development features and tutorial materials, use Elangdev instead.

Elang is an acronym that combines the phrases Education (E) and Language Understanding (Lang). It is an education-centric toolkit to demonstrate the ideas behind many Natural Language Processing strategies commercially used today.

Elang

Elang also means "eagle" in Bahasa Indonesia, and the elang Jawa (Javan hawk-eagle) is the national bird of Indonesia, more commonly referred to as Garuda.

The package provides a collection of utility functions and tools that interface with gensim and scikit-learn, as well as curated negative lists for Bahasa Indonesia (kata kasar / vulgar words, stopwords etc) and useful preprocesisng functions.

Quick Demo

Install elang:

pip install elang

Performing word embeddings in 4 lines of code gets you a visualization:

from elang.plot.utils import plot2d
from gensim.models import Word2Vec

model = Word2Vec.load("path.to.model")
plot2d(model)
# output:

It even looks like a soaring eagle with its outstretched wings!