bump project version (#1)

* initial res for tpu support

* update readme

bump project version (#1)

* initial res for tpu support

* update readme

- broadcast repeated tensors instead of tiling

- profiling support
- metrics formatting
- update README.md example
- bump to v0.0.9

vectorization, gpu support, bugfix for plot colors

docs fixes

- added early stopping

- summary metrics
- updated loss function to use pdf and sigma loss per end-state
- bugfix for cases where float64 was being forced
- bugfix for plotting vertical lines when density plots fails
- plot 5th and 95th lines/area along with mean
- added example notebook demonstrating API use
- bumped to v0.0.4