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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

UpdatedFeb 14, 2025
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

UpdatedSep 28, 2023
Python

bentrevett /pytorch-sentiment-analysis

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

nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification lstm-sentiment-analysis pytorch-nlp torchtext

UpdatedMar 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

UpdatedJan 6, 2025
Python

Kyubyong /wordvectors

Pre-trained word vectors of 30+ languages

language word2vec vector fasttext

UpdatedOct 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

nlp text-classification keras embeddings transformer fasttext albert bert capsule han rcnn dcnn textcnn crnn dpcnn vdcnn charcnn xlnet keras-textclassification leam

UpdatedJun 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

UpdatedAug 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

UpdatedJul 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

UpdatedJan 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

UpdatedMar 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

UpdatedDec 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

UpdatedMar 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

UpdatedAug 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

UpdatedJan 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

UpdatedJun 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

UpdatedJul 16, 2023
Python

explosion /floret

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

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

UpdatedNov 3, 2023
C++

apcode /tensorflow_fasttext

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

tensorflow fasttext language-identification text-classifier

UpdatedJul 18, 2018
Python

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

UpdatedFeb 20, 2019
Python

dalinvip /cw2vec

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

word2vec embeddings fasttext cw2vec stroke-information

UpdatedMar 20, 2023
C++

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