Multiv Support

• Added multivariate option for probability density function calculation.
• Added Matthews correlation coefficient as score for epsilon optimization.
• Added pdfunc for computing density separately.
• Added steps argument to ad function.
• Added multivariate section to introduction vignette.
• Added a NEWS.md file.

Initial Release

Support for univariate Gaussian algorithm that uses F1 score.