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berryhn's Projects

td-lstm icon td-lstm

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

tensorflow_poems icon tensorflow_poems

中文古诗自动作诗机器人,屌炸天,基于tensorflow1.4 api,正在积极维护升级中,快star,保持更新!

texar icon texar

Toolkit for Text Generation and Beyond

text-generation-task-and-language-model-gpt2 icon text-generation-task-and-language-model-gpt2

solve text generation tasks by the language model GPT2, including papers, code, demo demos, and hands-on tutorials. 使用语言模型GPT2来解决文本生成任务的资源,包括论文、代码、展示demo和动手教程。

text_gcn icon text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

textbrewer icon textbrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

textclassification-keras icon textclassification-keras

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

textclf icon 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。

textdistance icon textdistance

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface.

textinfoexp icon textinfoexp

自然语言处理相关实验(基于sougou数据集),包含文本特征提取(TF-IDF),文本分类,文本聚类,word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要,信息抽取,情感分析与观点挖掘等。

textmining icon textmining

Python文本挖掘系统 Research of Text Mining System

textrank4zh icon textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

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