MAHOUT-468 & MAHOUT-469 Add parameter object and bind at execution

[rawkintrevo]

Purpose of PR:

Please give a short description of what this PR is for.

468 Add a parameter object

469 Bind Parameters at execution

with bonus notebook for optimization loop external to qumat

Important ToDos

Please mark each with an "x"

• [x] A JIRA ticket exists (if not, please create this first)[https://issues.apache.org/jira/browse/mahout/]

• [x] Title of PR is "MAHOUT-XXXX Brief Description of Changes" where XXXX is the JIRA number.

• [ ] Created unit tests where appropriate

• [x] Assigned JIRA to self

• [x] Added documentation in scala docs/java docs, and to website

https://colab.research.google.com/drive/1QgeqKZtkC_hOmffRprxJWMcC1g9YsMOE?usp=sharing qiskit https://colab.research.google.com/drive/1M5tT7h2wRiGNYx48g_FDGPTKuogKxEzc?usp=sharing cirq

bracket untested

Does this change break earlier versions? no

Is this the beginning of a larger project for which a feature branch should be made? no

[rawkintrevo]

On the last commit- i had to specify my fork in the install (bc I added functionality that isn't available in main), we need a more elegant solution to do this.

[andrewmusselman]

Added these two issues to track minor improvements https://github.com/apache/mahout/issues/474 https://github.com/apache/mahout/issues/475