Nugget Proposal Networks for Chinese Event Detection

中文信息抽取，包含实体抽取、关系抽取、事件抽取

一个简单的中文事件抽取模型，触发词和实体联合标注识别，同时判定实体角色。

使用基于Transformer的预训练模型在ACE2005数据集上进行事件抽取任务

Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus

中文关系抽取

使用Bert完成实体之间关系抽取

金庸小说人物关系图谱构建

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

Time series forecasting by transformer

Adversarial Sparse Transformer for Time Series Forecasting

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

使用多头注意力机制实现数字预测

My implementation of the transformer architecture from the Attention is All you need paper applied to time series.

Google Research

利用BP神经网络潜在蒸发预测蒸发量

proof of concept for a transformer-based time series prediction model

Python+Django+MySQL 博客系统

基于transformer的新冠肺炎预测

利用transformer进行船舶轨迹预测。

通过修改transformer使其可以预测金融时间序列

transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预测