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

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

spacy-fastlang

Language detection using Spacy and Fasttext

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

pyidaungsu-numpy2

Tiny language detector + tokenizer for 50+ SE/South Asian languages (Burmese, Karen, Chin, Shan, Mon, Khmer, Lao, Thai, Tamil, Hindi, …). Revamp of pyidaungsu.

fastlangid

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

fasttext-threaded

fastText inference with one loaded model and native C++ batch parallelism

pure-predict-sec

Machine learning prediction in pure Python

vngrs-nlp

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

pyidaungsu

Tiny language detector + tokenizer for 50+ SE/South Asian languages (Burmese, Karen, Chin, Shan, Mon, Khmer, Lao, Thai, Tamil, Hindi, …). Revamp of pyidaungsu.

fasttext-serving

fastText model serving service

fastspell

Targetted language identifier, based on FastText and Hunspell.

yafasttext

Library for fast text representation and classification.

fasttextlt

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

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

pure-predict

Machine learning prediction in pure Python

ricelang

Language identification and tokenization for Southeast Asian languages (Burmese, Karen variants, Chin variants, Eastern Kayah, Shan, etc.) — also exposes a `ricelang` CLI

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 🚀