The root level readme file has a very outdated description of the package. We need to include: - [ ] Build badge - [ ] Coverage badge - [ ] Code style badge - [ ] Pypi badge - [ ] License badge - [ ] High level description of the package - [ ] Up to date installation instructions - [ ] Reference to manuscript