Learn something each day

Reading: MTGNN

Key Components Time Convolution (TC) Module Time Convolution The temporal convolution is …

#graph neural network
#graph
#forecasting
#time series

The study of the data as a means to model the world

with 144 knowledge cards, 200 wiki articles, 98 TIL, 16 reading notes, 6 blog posts, and much more.

Reading: MTGNN

Key Components Time Convolution (TC) Module Time Convolution The temporal convolution is …

#graph neural network
#graph
#forecasting
#time series

Cards: Graph Structure Learning in GNN

We can learn a graph structure without prior knowledge

#GNN
#Forecasting
#Graph

Cards: Mix-hop Propagation in GNN

Mix-hop is a strategy to avoid oversmoothing in GNN

#GNN
#Forecasting
#Graph

Cards: Time Convolution

The temporal convolution is responsible for capturing temporal patterns in a sequence.

#Time Series
#Forecasting
#Convolution Neural Network