i-flow: High-dimensional Integration and Sampling with Normalizing Flows

Understand

In many fields of science, high-dimensional integration is required.

• Numerical methods have been developed to evaluate these complex integrals.
• We introduce the code i-flow, a python package that performs high-dimensional numerical integration utilizing normalizing flows.
• Normalizing flows are machine-learned, bijective mappings between two distributions.