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textrnn

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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

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

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

luopeixiang /textclf

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

sentiment-analysis svm word2vec pytorch logistic-regression document-classification glove configurable bert sklearn-classify drnn textcnn textrnn cnn-text-classification dpcnn lstm-text-classification neuralclassifier

UpdatedJul 21, 2023
Python

catqaq /OpenTextClassification

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

text-classification svm naive-bayes transformers pytorch lstm gru multi-label-classification bert textcnn textrnn dpcnn chinese-text-classification torchtext ernie bert-text-classification

UpdatedMay 3, 2024
Python

macanv /MQNLP

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

segment lstm fasttext ner pos-tagging sequence-labeling textcnn textrnn textclassification

UpdatedNov 22, 2018
Jupyter Notebook

wslc1314 /TextSentimentClassification

TextSentimentClassification, using tensorflow.

tensorflow hierarchical-attention-networks stacking rcnn bagging textcnn textrnn crnn textclassification

UpdatedApr 24, 2018
Python

avBuffer /DL-NLP

DL-NLP is a tutorial for NLP(Natural Language Processing) based on DL(Deep Learning) by using Pytorch and Tensorflow.

nlp tensorflow cnn pytorch transformer lstm rnn seq2seq attention dl bert textrnn

UpdatedOct 30, 2020
Python

kozistr /movie-rate-prediction

Movie Rate Prediction with Tensorflow

text-classification tensorflow word2vec gensim naver doc2vec korean-nlp mecab-ko textcnn textrnn movie-review-classifier soynlp char2vec

UpdatedDec 6, 2018
Python

dlcjfgmlnasa /Text-Classification_with_word_based

딥러닝을 활용한 문장 분류(with word based)

deep-learning text-classification pytorch attention textcnn textrnn bilstm self-attention

UpdatedOct 3, 2023
Python

jieguangzhou /TextClassification

基于tensorflow的文本分类 Text classification

python deep-learning tensorflow cnn rnn fasttext textcnn textrnn

UpdatedOct 30, 2018
Python

ZhengZixiang /OpenTC

Exploring various text classification models based on PyTorch. 基于PyTorch探索各种文本分类模型

text-classification pytorch fasttext textcnn textrnn textrcnn

UpdatedJul 25, 2024
Python

bnjmacdonald /tftxtclassify

A library of tensorflow text classifiers, making it easy to flexibly reuse classifiers without rewriting a bunch of code

text-classification tensorflow rnn-tensorflow siamese-network textcnn textrnn cnn-text-classification tensorflow-text-classifiers

UpdatedMar 6, 2018
Python

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