Python Jupyter lab improvements

[Martin-Molinero]

Description

• Python Jupyter lab will not require setting up/compiling pythonnet
  • For macOS and Linux will require an extra copy operation due to the need to have two different Python.Runtime.dll binaries for Lean and Jupyter
• Fix for macOS Algorithm.History requests, thanks @AlexCatarino !
• PythonNet 1.0.5.23 adds initialization logs, related to https://github.com/QuantConnect/Lean/issues/3476
• Updating DockerfileJupyter

Requires QuantConnect/pythonnet#34

Related Issue

Closes #2402, closes #3559

Motivation and Context

Improve user experience using Jupyter lab

Requires Documentation Change

Readme is being updated

How Has This Been Tested?

• Unit and regression tests
• Jupyter lab in linux, mac and windows
• Lean python sanity tested mac and linux (HistoryAlgorithm/BasicTemplateFrameworkAlgorithm/CustomDataBitcoinAlgorithm)
• Built and ran DockerfileJupyter
• Cloud python sanity tested branch (HistoryAlgorithm/BasicTemplateAlgorithm/CustomDataBitcoinAlgorithm)

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• 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>