fasttext
There are 435 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.
msgi/nlp-journey
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
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.
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
apcode/tensorflow_fasttext
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
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！
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
explosion/floret
🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy
vngrs-ai/vnlp
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
lettergram/sentence-classification
Sentence Classifications with Neural Networks
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.
liyibo/text-classification-demos
Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
loretoparisi/fasttext.js
FastText for Node.js
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
prrao87/fine-grained-sentiment
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
avidale/compress-fasttext
Tools for shrinking fastText models (in gensim format)
willard-yuan/cvt
CVT, a Computer Vision Toolkit.
indix/whatthelang
Lightning Fast Language Prediction 🚀
mayabot/fastText4j
Implementing Facebook's FastText with java
PrashantRanjan09/WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)
oscar-project/ungoliant
:spider: The pipeline for the OSCAR corpus