fasttext
There are 482 repositories under fasttext topic.
piskvorky/gensim
Topic Modelling for Humans
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
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
brightmart/bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
ShawnyXiao/TextClassification-Keras
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
jimichan/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
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)
dalinvip/cw2vec
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
vngrs-ai/vnlp
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
lettergram/sentence-classification
Sentence Classifications with Neural Networks
LlmKira/fast-langdetect
⚡️ 80x faster Fasttext language detection out of the box | Split text by language
vrasneur/pyfasttext
Yet another Python binding for fastText
amansrivastava17/embedding-as-service
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
giacbrd/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.
loretoparisi/fasttext.js
FastText for Node.js
liyibo/text-classification-demos
Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
zhufz/nlp_research
NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务
avidale/compress-fasttext
Tools for shrinking fastText models (in gensim format)
oscar-project/ungoliant
:spider: The pipeline for the OSCAR corpus
prrao87/fine-grained-sentiment
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
indix/whatthelang
Lightning Fast Language Prediction 🚀
willard-yuan/cvt
CVT, a Computer Vision Toolkit.
jimichan/fastText4j
Implementing Facebook's FastText with java
PrashantRanjan09/WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)