Peuqse

- Added Ensemble Jump sampling from emcee module
- Added Astroidal, Shell, & Sobol samplings
- Added convergence diagnostics: integrated autocorrelated time and Geweke convergence diagnostics with visualization
- Added more customization to plotting functionalities (heatmaps etc.)
- Changed Unit tests to favor local directories rather than any installed version of PUEQSE
- Vertical lines added to histograms
- More CanteraKineticsParser improvements including ascending Ea upgraded to be compatibile with Cantera 2.6
- Improved how ESS burn in number of samples is calculated
- Suppressed various warnings

canteraSimulate and canteraKineticsParametersParser.py have been converted to using the YAML way for cantera 2.6.
Example 2a and Example 6 have now also been converted to the YAML way for cantera.

Improvements to ESS and to Cantera Examples and explanations

Little fixes (array casting, automatic settings, etc.)

The calls to CiteSoft were using a deprecated function name. This has been updated.

Little improvements including adding example 00a0