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总结开发过程中用到的小的技巧

app

chinesenumber-number

中文数字转阿拉伯数字

dc-match

ACL-2022 paper: Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents.

deeplearning_project

This is a project for deep learning

document-classifier-lstm

A bidirectional LSTM with attention for multiclass/multilabel text classification.

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

hierarchical-multi-label-text-classification

The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

how_to_do_sentiment_analysis

This is the code for 'How to Do Sentiment Analysis' #3 - Intro to Deep Learning by Siraj Raval on Youtube

machine_translate

machine_translating

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

nlpaug

Data augmentation for NLP

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

tensorspace

text-classification

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

tf_metrics

Multi-class metrics for Tensorflow

tf_ner

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

word2vec

word2vec+维基百科中文语料库训练中文模型

word2vec-

自己动手训练word2vec模型

zh-ner-tf

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)