Ken Gu

icon indicating a website link https://kenqgu.com/

icon company University of Washington icon location Seattle icon location PhD Student in Computer Science

Results 2 comments of Ken Gu

Node label one hot encoded

A one hot init on the complete vocabulary would be something like the identity matrix for all words in your vocabulary so 250k nodes. The function that does this in...

Building graph

The graph is built using the [build_text_graph_dataset](https://github.com/codeKgu/Text-GCN/blob/70b970a52efcb80235cf0ae3e578eaf80278d5f3/build_graph.py#L12) function. This creates a sparse graph and it is placed in a [TextDataset](https://github.com/codeKgu/Text-GCN/blob/70b970a52efcb80235cf0ae3e578eaf80278d5f3/dataset.py#L8) object. You can create a networkx graph from this graph...