textrnn · GitHub Topics

#自然语言处理#all kinds of text classification models and more with deep learning

classification 自然语言处理 fasttext textcnn textrnn Tensorflow multi-label multi-class attention-mechanism text-classification convolutional-neural-networks sentence-classification

Python 7.92 k

2 年前

chenyuntc / PyTorchText

#自然语言处理#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 自然语言处理 textcnn textrnn fasttext lstm

Python 1.06 k

7 年前

ShawnyXiao / TextClassification-Keras

#自然语言处理#Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

text-classification 自然语言处理 Keras fasttext textcnn textrnn han rcnn

Python 815

2 年前

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 document-classification svm logistic-regression PyTorch textcnn textrnn bert configurable word2vec glove

Python 241

2 年前

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 PyTorch lstm gru textcnn bert ernie naive-bayes svm textrnn transformers multi-label-classification

Python 208

1 年前

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.

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

Jupyter Notebook 53

7 年前