Categories

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深度学习

AGCRN:Adaptive Graph Convolutional Recurrent Network -- cn

AGCRN以及图谱卷积相关介绍

AutoCTS:Automated Correlated Time Series Forecasting -- cn

前沿论文学习笔记

DCRNN:Diffusion Convolutional Recurrent Neural Network -- cn

前沿论文学习笔记

Graph WaveNet for Deep Spatial-Temporal Graph Modeling -- cn

基于GCN和CNN的时空建模

STGCN:Spacial Temporal Graph Convolutional Network -- cn

图谱卷积的应用

AutoCTS+:Joint Neural Architecture and Hyperparameter Search for Correlated Times Series Forecasting

An introduction to AutoCTS+

AutoSTG:Neural Architecture Search for Predictions of Spatio-Temporal Graphs

An introduction to AutoSTG

AutoST:Efficient Neural Architecture Search for Spatio-Temporal Prediction

An introduction to AutoST

AutoST:Towards the Universal Modeling of Spatio-temporal Sequences

An introduction to AutoST

DARTS:Differentiable Architecture Search

An introduction to DARTS

Informer:Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

An introduction to Informer

ST-GRAT:A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed

An introduction to ST-GRAT

STTN:Spatial-Temporal Transformer Networks for Traffic Flow Forecasting

An introduction to STTN

Attention Is All You Need

Transformer

Triformer:Triangular,Variable-Specific Attentions for Long Sequence

An introduction to Triformer

Understanding and Simplifying Architecture Search in Spatio-Temporal Graph Neural Networks

An introduction

Bayesian Optimization

some details about bayesian optimization

Fisher Task Distance

some details about Fisher

math

Bellman公式的矩阵化 -- cn

强化学习bellman公式

Linux系统配置

Deepin下代理全自动 -- cn

代理配置

编程

Python学习资料分享 -- cn

书籍分享

Pycharm配置远程服务器连接调试 -- cn

ide配置

集群配置

docker配置多节点集群 -- cn

基于docker模拟集群配置

docker配置TensorFlow训练环境 -- cn

神经网络

多节点配置HPL测试 -- cn

基于docker模拟集群hpl测试

从零开始配置Django+uWSGI+Nginx负载均衡 -- cn

微信小程序项目部署

本地化部署Llama3 -- cn

本地部署大语言模型，并支持微调

git

git三类分支详解 -- cn

三类分支解混淆

linux

配置服务器Jupyter notebook -- cn

配置+访问服务器Juptyer notebook

Linux

A command sloving the nohup problem -- cn

Screen

maths

深入理解傅里叶变换 -- cn

傅里叶变换内在解构

blog

Hexo 静态博客搭建指南 -- cn

技术总结报告

ESC