Implement Hilbert Tranform indicator

[LouisSzeto]

Description

To implement John Ehler's Hilbert Tranform indicator in LEAN.
Source: http://www.technicalanalysis.org.uk/moving-averages/Ehle.pdf

Related Issue

closes #6986

Motivation and Context

Missing feature

Requires Documentation Change

Add section in Indicator Reference (handled with code gen)

How Has This Been Tested?

• Unit test
• Contrast with external source

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• Refactor (non-breaking change which improves implementation)
• Performance (non-breaking change which improves performance. Please add associated performance test and results)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Non-functional change (xml comments/documentation/etc)

Checklist:

• My code follows the code style of this project.
• I have read the CONTRIBUTING document.
• I have added tests to cover my changes.
• All new and existing tests passed.
• My branch follows the naming convention bug-<issue#>-<description> or feature-<issue#>-<description>

[Martin-Molinero]

Thank you 👍