embedding plots
This section contains plots of embeddings for manga. Each plot is a 2D projection of the manga embedding space. The colors represent the most common tag across the neighbors of the manga. See the manga page for more information. See the manga explore page for recommendations.
descriptions
| model | description |
|---|---|
| lsi | latent semantic indexing, low rank approximation of the tag-manga matrix, cosine distance |
| word2vec | word2vec, neural network word embeddings on tags as a bag of words, cosine distance |
| network-cosine | manga-manga network through tags, graph laplacian, cosine distance (questionable interpretation) |
| network-euclidean | manga-manga network through tags, graph laplacian, euclidean distance (commute-time distance) |
| network-adj-cosine | manga-manga network through tags, adjacency matrix, cosine distance (structural equivalence) |
options
lsi
word2vec
network-euclidean
network-cosine
network-adj-cosine
