Fixed grammar and typo.

Added links to install/index.rst file; and also to online file link.

Fixed typos.

removed url. URL is listed on the project page.

Added clang compiler also to travis.

Update index.rst

formatting.

known_issues and release notes.

documentation.

Added file with instruction to install.