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fasttext

Here are 445 public repositories matching this topic...

gensim

piskvorky / gensim

Topic Modelling for Humans

python nlp data-science machine-learning natural-language-processing information-retrieval data-mining neural-network word2vec word-embeddings topic-modeling gensim fasttext document-similarity word-similarity

Updated Sep 1, 2024
Python

brightmart / text_classification

all kinds of text classification models and more with deep learning

nlp text-classification tensorflow classification convolutional-neural-networks sentence-classification fasttext attention-mechanism multi-label memory-networks multi-class textcnn textrnn

Updated Sep 28, 2023
Python

bentrevett / pytorch-sentiment-analysis

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

Updated Mar 27, 2024
Jupyter Notebook

duoergun0729 / nlp

兜哥出品 <一本开源的NLP入门书籍>

nlp security ai word2vec fasttext

Updated Feb 11, 2020
Python

Kyubyong / wordvectors

Pre-trained word vectors of 30 languages

language word2vec vector fasttext

Updated Oct 11, 2018
Python

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

Updated Jun 17, 2024
Python

plasticityai / magnitude

A fast, efficient universal vector embedding utility package.

python nlp fast machine-learning natural-language-processing word2vec word-embeddings embeddings gensim machine-learning-library glove vectors fasttext memory-efficient

Updated Aug 3, 2023
Python

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)

nlp pytorch lstm fasttext textcnn textrnn textrcnn

Updated Jul 16, 2018
Python

brightmart / bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

nlp text-classification question-answering document-classification transfer-learning fasttext language-model textcnn attention-is-all-you-need self-attention transformer-encoder bert-model pre-training language-understanding

Updated Jan 1, 2019
Python

ShawnyXiao / TextClassification-Keras

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

nlp text-classification keras fasttext han rcnn textcnn textrnn

Updated Mar 25, 2023
Python

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）

nlp segment pinyin fasttext starspace

Updated Dec 21, 2023
Java

oborchers / Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

cython embeddings gensim fse fasttext word2vec-model maxpooling document-similarity wordembedding sif sentence-similarity sentence-embeddings sentence-representation usif gensim-model swem

Updated Mar 2, 2023
Jupyter Notebook

ncbi-nlp / BioSentVec

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

natural-language-processing word-embeddings pubmed fasttext mimic-iii bionlp sentence-similarity sentence-embeddings sent2vec

Updated Aug 15, 2023
Jupyter Notebook

AnubhavGupta3377 / Text-Classification-Models-Pytorch

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

nlp deep-learning pytorch recurrent-neural-networks transformer classification seq2seq attention convolutional-neural-networks fasttext rcnn

Updated Jan 5, 2019
Python

ThoughtRiver / lmdb-embeddings

Fast word vectors with little memory usage in Python

memory text word word2vec lmdb embeddings speed gensim glove vectors fasttext magnitude

Updated Jun 26, 2021
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！

nlp text-classification cnn pytorch transformer rnn fasttext attention-mechanism bert rcnn dpcnn ernie

Updated Jul 16, 2023
Python

apcode / tensorflow_fasttext

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

tensorflow fasttext language-identification text-classifier

Updated Jul 18, 2018
Python

explosion / floret

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

word-embeddings spacy fasttext word-vectors fasttext-embeddings subword-embeddings

Updated Nov 3, 2023
C

brightmart / ai_law

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

law ai text-classification crime attention fasttext relevant-articles textcnn text-categorization hierarchical-attention-network accusation

Updated Feb 20, 2019
Python

dalinvip / cw2vec

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

word2vec embeddings fasttext cw2vec stroke-information

Updated Mar 20, 2023
C

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