目录

工具箱

数据工程

数据清洗1

Matplotlib 入门

地理信息可视化

LaTeX

LaTeX-基本概念

其他

自动调参 NNI

科研

写作

• [x] 基本规范
• [ ] 文章内的书写标准
• [ ] 写作语法[英文]

绘图

• [ ] 绘图指南

论文阅读

经典之作

[NeurIPS’17] Attention-is-all-you-need

数据补全

[AAAI’21] Generative-Semi-supervised-Learning-for-Multivariate-Time-Series-Imputation

[IJCAI’20] A Spatial Missing Value Imputation Method for Multi-view Urban Statistical Data

[IJCAI’19] E2GAN:End to End Generative Adversarial Network for Multivariate Time Series Imputation

[ICML’18] GAIN:Missing-Data-Imputation-using-Generative-Adversarial-Nets

[NeurIPS’18] Multivariate-Time-Series-Imputation-with-Generative-Adversaria-Networks

[NeurIPS’18] BRITS:Bidirectional-Recurrent-Imputation-for-Time-Series

时序

[AAAI’21] Informer-Beyond-Efficient-Transformer-for-Long-Sequence-Time-Series-Forecasting

其他

服务器

配置初始环境

报错: Pycharm中出现ImportError:libcudart.so.10.0