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

embedding-as-service

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

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

vngrs-nlp

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

fastspell

Targetted language identifier, based on FastText and Hunspell.

fasttext-serving

fastText model serving service

pure-predict

Machine learning prediction in pure Python

fasttextlt

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

yafasttext

Library for fast text representation and classification.

fastspell-dictionaries

Targetted language identifier, based on FastText and Hunspell.

embedding-as-service-client

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

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

whatthelang

Lightning Fast Language Prediction 🚀

vectors-of-locally-aggregate-concepts

Vectors of Locally Aggregated Concepts

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.

vlac

Tool for creating document features

simplests

Exploring the simple sentence similarity measurements using word embeddings