Add QUADPACK to torchquad

[gomezzz]

Feature

Desired Behavior / Functionality

The state of the art in deterministic integration methods is arguably QUADPACK. However, there are no GPU implementations of it.

What Needs to Be Done

• [ ] Identify good baseline implementation of QUADPACK
• [ ] Implement integrator in integration folder, should inherit from BaseIntegrator
• [ ] Add docs for it
• [ ] Add tests for it, orient at Newton-Cotes tests

How Can It Be Tested

• New tests
• Compare to baseline (e.g. scipy)