Fraud-detection-autoencoders

* Update README.
* update yaml args.
* `custom_sidebar = False`
* update demo toc
* fix non-ascii errors, and update sidebar.
* edit demo, build pkg.
* add demo and dataset and saved model file.

* Added a `NEWS.md` file to track changes to the package.