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text_analysis_tools

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

text_classification

使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比

text_data_enhancement_with_lasertagger

Modify Chinese text, modified on LaserTagger Model. 文本复述，基于lasertagger做中文文本数据增强。

text_generation

Notebooks to better understand text generation

text_processor

Utility for Text Normalisation or Inverse Normalisation

text_similarity

Text similarity using BERT sentence embeddings

text_to_table

textbrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

textclassification-keras

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

textclassifier

Text classifier for Hierarchical Attention Networks for Document Classification

textdescriptives

A Python library for calculating a large variety of statistics from text

textdistance

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

textflint

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

textfooler

A Model for Natural Language Attack on Text Classification and Inference

textgen

textgen, Text Generation models. 文本生成，包括：UDA，GPT2，Seq2Seq，BART，T5等模型实现，开箱即用。

textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

textinfoexp

自然语言处理实验（sougou数据集），TF-IDF，文本分类、聚类、词向量、情感识别、关系抽取等

textlesslib

Library for Textless Spoken Language Processing

textmatch

基于Pytorch的，中文语义相似度匹配模型（ABCNN、Albert、Bert、BIMPM、DecomposableAttention、DistilBert、ESIM、RE2、Roberta、SiaGRU、XlNet）

textmatch-1

QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

textnets

Text analysis with networks.

textoir

TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)

textpruner

A PyTorch-based model pruning toolkit for pre-trained language models

textrecognitiondatagenerator

A synthetic data generator for text recognition

textrl

Reinforcement learning in text generation with transformers

textsimilar

短文本相似度

textual

Textual is a TUI (Text User Interface) framework for Python inspired by modern web development.

textual-search-with-regular-expressions

textual_inversion

tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.