Education toolkit for Bahasa Indonesia NLP
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 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
scikit-learn, as well as curated negative lists for Bahasa Indonesia (kata kasar / vulgar words, stopwords etc) and useful preprocesisng functions.
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!
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