Fasttext Python Packages

gensim

Topic Modelling for Humans

fasttext-predict

fasttext with wheels and no external dependency, but only the predict method (<1MB)

floret

🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy

spacy-fastlang

Language detection using Spacy and Fasttext

split-lang

✨ Split text by languages (e.g. 你喜欢看アニメ吗 -> 你喜欢看 | アニメ | 吗) for NLP tasks (e.g. parse, TTS). Powered by fasttext and budoux

compress-fasttext

Tools for shrinking fastText models (in gensim format)

pyfasttext

Yet another Python binding for fastText

fastlangid

fastlangid, the only language identification package that support cantonese (zh-yue), simplified (zh-hans) and traditional chinese (zh-hant)

pure-predict-sec

Machine learning prediction in pure Python

embedding-as-service

embedding-as-service: one-stop solution to encode sentence to vectors using various embedding methods

vngrs-nlp

Turkish NLP Tools developed by VNGRS.

fastspell

Targetted language identifier, based on FastText and Hunspell.

pure-predict

Machine learning prediction in pure Python

fastspell-dictionaries

Targetted language identifier, based on FastText and Hunspell.

whatthelang

Lightning Fast Language Prediction 🚀

fasttext-serving

fastText model serving service

vlac

Vectors of Locally Aggregated Concepts

fasttextlt

A pure Python FastText interface, to ensure that FastText model stay usable for as long as possible.

simplests

Exploring the simple sentence similarity measurements using word embeddings

shallowlearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

seaqube

Semantic Quality Benchmark for Word Embeddings, i.e. Natural Language Models in Python. Acronym `SeaQuBe` or `seaqube`.

signs

Signs Text Processing for Deep Learning

embedding-as-service-client

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

yafasttext

Library for fast text representation and classification.