theory

To generate complicated distributions step by step from a simple and interpretable distribution.

Stages Three stages of making a graph: Specification Assembly Display Specification Statistical …

Reading notes for the book The Grammar of Graphics

Word2vec produces two embedding spaces, the in-embedding and out-embedding.

Max entropy principle as a method to infer distributions of statistical systems

How data mining was done in the past

Using a newly defined loss function the authors could implement an idea that achieves the multi-task …

Introduce geometry into the manifold of complex networks