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pytorch实现Transformer,提供机器翻译案例和简单的翻译api接口(flask)。评分组件使用BLEU。

Python 87 16 Updated Aug 19, 2021

使用keras搭建seq2seq完成中英文翻译

Jupyter Notebook 53 23 Updated Oct 1, 2018

采用三种方式 (1)利用keras库搭建seq2seq (2)利用keras_transformer库 (3)利用fastnlp框架 实现问答机器人、机器翻译、文本摘要等功能

Jupyter Notebook 14 3 Updated Nov 16, 2020

Minimal example utilizing fastapi and celery with RabbitMQ for task queue, Redis for celery backend and flower for monitoring the celery tasks.

Python 662 114 Updated Jan 25, 2024

整体的介绍 FastAPI,快速上手开发,结合 API 交互文档逐个讲解核心模块的使用。视频学习地址:

JavaScript 1,338 370 Updated Aug 9, 2023

Knowledge Graph,Question Answering System,基于知识图谱和向量检索的医疗诊断问答系统

Python 1,464 387 Updated Feb 27, 2022

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

Python 816 187 Updated Mar 25, 2023

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework. @月来客栈

Python 603 108 Updated Jul 25, 2025

chinese text ner demo

Python 9 10 Updated Jan 22, 2020

使用pytorch, 基于textCNN以及BiLSTM进行中文情感分析、 文本分类

Python 1 Updated Jul 8, 2019

新闻网页正文通用抽取器 Beta 版.

Python 3,763 541 Updated May 22, 2025

子豪兄的零基础树莓派教程,代码存放地及更新勘误

1,357 301 Updated Apr 25, 2019

谢谢大家的赞呀~加油加油~有不懂的可以私信我哦(只要我会的尽量帮忙解答)

Python 371 105 Updated Nov 24, 2021

文本二分类任务,是否文档是否属于政治上的出访类事件,利用BERT提取特征,模型采用简单的DNN。

Python 61 30 Updated Feb 12, 2020

基于轻量级的albert实现albert+BiLstm+CRF

Python 93 30 Updated May 25, 2023

Collections of Chinese NLP corpus

Python 916 212 Updated Dec 28, 2020