fasttext

There are 8 repositories under fasttext topic.

gensim
piskvorky / gensim
Topic Modelling for Humans
gensim topic-modeling information-retrieval machine-learning natural-language-processing nlp data-science python data-mining word2vec word-embeddings neural-network document-similarity word-similarity fasttext
Language:Python 15289
brightmart / text_classification
all kinds of text classification models and more with deep learning
classification nlp fasttext textcnn textrnn tensorflow multi-label multi-class attention-mechanism text-classification convolutional-neural-networks sentence-classification memory-networks
Language:Python 7750
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 4251
duoergun0729 / nlp
兜哥出品 <一本开源的NLP入门书籍>
ai fasttext nlp security word2vec
Language:Python 2245
Kyubyong / wordvectors
Pre-trained word vectors of 30+ languages
vector word2vec language fasttext
Language:Python 2207
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
text-classification keras rcnn dcnn charcnn bert nlp textcnn fasttext dpcnn embeddings capsule vdcnn crnn han xlnet albert keras-textclassification leam transformer
Language:Python 1710
plasticityai / magnitude
A fast, efficient universal vector embedding utility package.
python natural-language-processing nlp machine-learning vectors embeddings word2vec fasttext glove gensim fast memory-efficient machine-learning-library word-embeddings
Language:Python 1611
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.
ner embedding classification similarity keras tensorflow lda gensim fasttext svm bert elmo word2vec crf attention
Language:Python 1580
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)
pytorch nlp textcnn textrnn fasttext textrcnn lstm
Language:Python 1059
brightmart / bert_language_understanding
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
bert-model language-model attention-is-all-you-need transformer-encoder pre-training language-understanding text-classification document-classification self-attention transfer-learning nlp question-answering textcnn fasttext
Language:Python 959
ShawnyXiao / TextClassification-Keras
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
text-classification nlp keras fasttext textcnn textrnn han rcnn
Language:Python 817
mynlp
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）
fasttext nlp segment starspace pinyin
Language:Java 667
oborchers / Fast_Sentence_Embeddings
Compute Sentence Embeddings Fast!
sentence-embeddings sentence-representation sentence-similarity document-similarity usif sif wordembedding gensim gensim-model word2vec-model fasttext cython embeddings maxpooling fse swem
Language:Jupyter Notebook 611
ncbi-nlp / BioSentVec
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
natural-language-processing bionlp fasttext sent2vec sentence-embeddings word-embeddings sentence-similarity pubmed mimic-iii
Language:Jupyter Notebook 555
AnubhavGupta3377 / Text-Classification-Models-Pytorch
Implementation of State-of-the-art Text Classification Models in Pytorch
deep-learning nlp convolutional-neural-networks pytorch fasttext seq2seq rcnn attention transformer classification recurrent-neural-networks
Language:Python 484
ThoughtRiver / lmdb-embeddings
Fast word vectors with little memory usage in Python
word vectors embeddings lmdb gensim memory speed text word2vec fasttext glove magnitude
Language:Python 414
apcode / tensorflow_fasttext
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
fasttext tensorflow language-identification text-classifier
Language:Python 302
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！
attention-mechanism bert cnn dpcnn ernie fasttext nlp pytorch rcnn rnn text-classification transformer
Language:Python 285
brightmart / ai_law
all kinds of baseline models for long text classificaiton( text categorization)
accusation ai attention crime fasttext hierarchical-attention-network law relevant-articles text-categorization text-classification textcnn
Language:Python 275
dalinvip / cw2vec
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
cw2vec embeddings fasttext stroke-information word2vec
Language:C++ 274
explosion / floret
🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy
spacy fasttext fasttext-embeddings word-vectors word-embeddings subword-embeddings
Language:C++ 273
vnlp
vngrs-ai / vnlp
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
nlp turkish-nlp stemming morphological-analysis morphological-disambiguation named-entity-recognition dependency-parsing part-of-speech-tagging sentiment-analysis spelling-correction number-to-words deasciifier normalization stopword-removal sentence-tokenizer sentence-splitting word-embeddings word2vec fasttext deep-learning
Language:Python 239
lettergram / sentence-classification
Sentence Classifications with Neural Networks
sentence-classification hyperparameter-tuning fasttext cnn rnn neural-network
Language:Python 235
vrasneur / pyfasttext
Yet another Python binding for fastText
fasttext machine-learning python numpy python-bindings word-vectors nlp
Language:Python 227
amansrivastava17 / embedding-as-service
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
nlp bert xlnet word2vec glove fasttext ulmfit embedding transformer bert-as-service embedding-as-service sentence-encoding tensorflow word-embedding deep-learning ai encoder embeddings albert roberta
Language:Python 201
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.
word2vec fasttext scikit-learn machine-learning neural-network gensim text-mining text-classification supervised-learning online-learning word-embeddings shallow-learning
Language:Python 197
liyibo / text-classification-demos
Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...
text-classification tensorflow fasttext cnn bert
Language:Python 192
loretoparisi / fasttext.js
FastText for Node.js
deeplearning fasttext javascript language-detection machinelearning neural-networks nodejs text-classification word-embeddings word2vec
Language:JavaScript 187
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
nlp classification match ner capsule transformer research dcnn dpcnn fast-text text-cnn word2vec bert esim abcnn match-pyramid irqa kbqa fasttext elmo
Language:Python 184
willard-yuan / cvt
CVT, a Computer Vision Toolkit.
covdet vlfeat image-matching sift hnsw cbir opq fasttext int8-quantization
Language:C 164
prrao87 / fine-grained-sentiment
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
fasttext flair nlp python pytorch sentiment-analysis text-classification transformers
Language:Python 163
avidale / compress-fasttext
Tools for shrinking fastText models (in gensim format)
python nlp word-embeddings fasttext-embeddings fasttext
Language:Jupyter Notebook 162
indix / whatthelang
Lightning Fast Language Prediction 🚀
fasttext language-detection languages nlp python
Language:Python 161
mayabot / fastText4j
Implementing Facebook's FastText with java
fasttext kotlin word2vec wordembeddings java
160
PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)
wordembeddings fasttext word2vec fair glove-embeddings glove fasttext-python wordembedding gensim-word2vec gensim nlp elmo-8 allennlp ai2 classification
Language:Python 158
oscar-project / ungoliant
:spider: The pipeline for the OSCAR corpus
commoncrawl oscar crawler language-classification corpus-linguistics nlp fasttext common-crawl
Language:Rust 150

fasttext

piskvorky / gensim

brightmart / text_classification

bentrevett / pytorch-sentiment-analysis

duoergun0729 / nlp

Kyubyong / wordvectors

yongzhuo / Keras-TextClassification

plasticityai / magnitude

msgi / nlp-journey

chenyuntc / PyTorchText

brightmart / bert_language_understanding

ShawnyXiao / TextClassification-Keras

mayabot / mynlp

oborchers / Fast_Sentence_Embeddings

ncbi-nlp / BioSentVec

AnubhavGupta3377 / Text-Classification-Models-Pytorch

ThoughtRiver / lmdb-embeddings

apcode / tensorflow_fasttext

JackHCC / Chinese-Text-Classification-PyTorch

brightmart / ai_law

dalinvip / cw2vec

explosion / floret

vngrs-ai / vnlp

lettergram / sentence-classification

vrasneur / pyfasttext

amansrivastava17 / embedding-as-service

giacbrd / ShallowLearn

liyibo / text-classification-demos

loretoparisi / fasttext.js

zhufz / nlp_research

willard-yuan / cvt

prrao87 / fine-grained-sentiment

avidale / compress-fasttext

indix / whatthelang

mayabot / fastText4j

PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec

oscar-project / ungoliant