Graph Walk

Graph embedding generator using Node2Vec algorithm.

pipeline.code.graph_walk.run.generate_embeddings(params)

Generate graph embeddings.

Parameters:

params (dict) –

Dictionary containing parameters for embedding generation, including:

inputstr

Path to connectivity matrix CSV.

save_dirstr

Output directory path.

dimensionsint

Embedding vector dimensions.

walk_lengthint

Random walk sequence length.

window_sizeint

Context window size for training.

return_paramfloat

Return hyperparameter (p).

inout_paramfloat

In-out hyperparameter (q).

permutationsint

Number of random walk permutations.

Return type:

None