v1.0.5: bisection and block update in BoostAODE

Added

• Install command and instructions in README.md
• Prefix to install command to install the package in the any location.
• The 'block_update' hyperparameter to the BoostAODE class, to control the way weights/significances are updated. Default value is false.
• Html report of coverage in the coverage folder. It is created with make viewcoverage
• Badges of coverage and code quality (codacy) in README.md. Coverage badge is updated with make viewcoverage
• Tests to reach 97% of coverage.
• Copyright header to source files.
• Diagrams to README.md: UML class diagram & dependency diagram
• Action to create diagrams to Makefile: make diagrams

Changed

• Sample app now is a separate target in the Makefile and shows how to use the library with a sample dataset
• The worse model count in BoostAODE is reset to 0 every time a new model produces better accuracy, so the tolerance of the model is meant to be the number of consecutive models that produce worse accuracy.
• Default hyperparameter values in BoostAODE: bisection is true, maxTolerance is 3, convergence is true