Add Demonstration Notebooks

[jejjohnson]

Need some demo notebooks for the documentation.

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Demo Notebooks

• Univariate Transformations
• Full Gaussianization
• Stopping Criteria
• Sampling
• Information Theory Measures
  • Less Memory Version (less memory)