fasttext 开源项目推荐（569 个）

piskvorky /gensim

主题人类建模

brightmart /text_classification

all kinds of text classification models and more with deep learning

bentrevett /pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

duoergun0729 /nlp

兜哥出品 <一本开源的NLP入门书籍>

Kyubyong /wordvectors

Pre-trained word vectors of 30+ languages

yongzhuo /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

plasticityai /magnitude

A fast, efficient universal vector embedding utility package.

chenyuntc /PyTorchText

知乎机器学习挑战赛解决方案第一名。各种文本分类模型的实现。（知看山岭第一名解决方案）

brightmart /bert_language_understanding

面向语言理解的深度双向 Transformer 预训练：预训练 TextCNN

ShawnyXiao /TextClassification-Keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

mayabot /mynlp

一个生产级、高性能、模块化、可扩展的中文NLP工具包。（中文分词、平均感知机、fastText、拼音、新词发现、分词纠错、BM25、人名识别、命名实体、自定义词典）

oborchers /Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

ncbi-nlp /BioSentVec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

AnubhavGupta3377 /Text-Classification-Models-Pytorch

Implementation of State-of-the-art Text Classification Models in Pytorch

ThoughtRiver /lmdb-embeddings

Fast word vectors with little memory usage in Python

JackHCC /Chinese-Text-Classification-PyTorch

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention, DPCNN, Transformer，Bert，ERNIE），开箱即用！

explosion /floret

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

LlmKira /fast-langdetect

⚡️ 80x faster Fasttext language detection out of the box | Split text by language

apcode /tensorflow_fasttext

Simple embedding based text classifier inspired by fastText, implemented in tensorflow

brightmart /ai_law

all kinds of baseline models for long text classificaiton( text categorization)