elang | Word Embedding utilities for Language Models | Natural Language Processing library

by onlyphantom Python Version: 0.1.1 License: CC0-1.0

X-Ray Key Features Code Snippets(3)Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | elang Summary

elang is a Python library typically used in Artificial Intelligence, Natural Language Processing applications. elang has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install elang' or download it from GitHub, PyPI.

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, matplotlib and scikit-learn, as well as curated negative lists for Bahasa Indonesia (kata kasar / vulgar words, stopwords etc) and useful preprocesisng functions. It abstracts away the mundane task so you can train your Word2Vec model faster, and obtain visual feedback on your model more quickly.

Support

Quality

Security

License

Reuse

Support

elang has a low active ecosystem.

It has 22 star(s) with 35 fork(s). There are 5 watchers for this library.

It had no major release in the last 12 months.

There are 0 open issues and 1 have been closed. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of elang is 0.1.1

Quality

elang has 0 bugs and 0 code smells.

Security

elang has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

elang code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

elang is licensed under the CC0-1.0 License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

elang releases are not available. You will need to build from source code and install.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions are not available. Examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed elang and discovered the below as its top functions. This is intended to give you an instant insight into elang implemented functionality, and help decide if they suit your requirements.

Build a build from a Wikipedia article
Build a Wikipedia article from a Wikipedia branch
Build a WordCollection from a Wikipedia page
Get a Wikipedia article
Create a word2vec model
Create a word2vec model from a list of articles
Saves article content to a text file
Make corpus directory
Removes stopwords from the given sentence
Removes words from a sentence
Opens a file
Removes the region ID from a region
Remove calendar id from a sentence
Removes vularity identifiers from a sentence

Get all kandi verified functions for this library.

elang Key Features

No Key Features are available at this moment for elang.

elang Examples and Code Snippets

Quick Demo,Elang,Building a Word2Vec model from Wikipedia

Python

Lines of Code : 12

License : Permissive (CC0-1.0)

Copy

from elang.word2vec.builder import build_from_wikipedia
# a convenient wrapper to build_from_wikipedia_random or build_from_wikipedia_branch
model1 = build_from_wikipedia(n=3, lang="id")
model2 = build_from_wikipedia(slug="Koronavirus", lang="id", le

Quick Demo,Elang,Scikit-Learn Compatability

Python

Lines of Code : 12

License : Permissive (CC0-1.0)

Copy

model = Word2Vec.load("path.to.model")
bca = model.wv.most_similar("bca", topn=14)
similar_bca = [w[0] for w in bca]
plot2d(
    model,
    method="PCA",
    targets=similar_bca,
    perplexity=20,
    early_exaggeration=50,
    n_iter=2000,
    rand

Quick Demo,Elang,2-d Word Embedding Visualization

Python

Lines of Code : 7

License : Permissive (CC0-1.0)

Copy

pip install --upgrade elang

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

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

Community Discussions

Trending Discussions on elang

Is there a technical reason why it would be better for the COM DLL to delete the passed in temporary JSON when it is finished with it?

I want to make a type bot which will join my classes automatically i have tried it but got the error

QUESTION

Is there a technical reason why it would be better for the COM DLL to delete the passed in temporary JSON when it is finished with it?

Asked 2022-Jan-10 at 21:08

Context

My parent MFC project creates a JSON file:
...

ANSWER

Answered 2022-Jan-10 at 21:08

Step 1

Source https://stackoverflow.com/questions/70658194

QUESTION

I want to make a type bot which will join my classes automatically i have tried it but got the error

Asked 2021-Jul-29 at 05:46

I want to make a type bot which will join my classes automatically i have tried it but got the error Importing All the modules Needed ...

ANSWER

Answered 2021-Jul-29 at 05:45

Basically, you're calling the functions like this:

Source https://stackoverflow.com/questions/68570615

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install elang

You can install using 'pip install elang' or download it from GitHub, PyPI.
You can use elang like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: