Hotstepper

- Added ability to override Basis smoothing parameter in smooth_plot by passing smooth_factor parameter.
- Fixed a bug that made behaviour of Step functions with a start=0 alittle unpredictable
- Added normal function basis for step change smoothing (to go along with with Sinc function smoothing)
- Added extensive (somewhat) documentation regarding the math behind the step function implementation in HotStepper and why it works in a very general way
- Updated Pretty plotting documentation to include some subtle variations that are allowed to occur when using different methods to produce the same plot
- Corrected the definition of the Exponential basis, made it alittle faster too
- Extensively updated the Base and Basis documentation
- Started adding code examples into api docs, alot more to go
- Fixed even more typos, probably added new ones as well ;-)

Expanded Sequency sub-module
- Added frequency spectrum method
- Added parameters for denoise
- can use Fourier or Walsh transforms to perform denoise
- can specify if denoise uses value threshold or range cut-off to denoise data
- Added inverse fft method
- Added extensive Sequency basics guide/tutorial to docs

- fixed a number of small bugs and typos
- updated docs with more details
- added mathematical details for Base functions used for step and smoothing operations

- add Sequency analysis sub-module!
- fixed bugs with convert_keys=True when use step_data() method
- added convert_keys parameter to step_keys() method
- add more detail of version compatibility and requirements
- updated documentation
- added further examples using sequency analysis and quickstart guide

1.0.7,prettyplot
- fixed a number of bugs returning incorrect array slices
- step_data
- step_change
- step_values

- restored prettyplot plot method (plot(method='pretty')
- fixed typo in rtruediv resulting in negation instead of division
- improved auto parameter setting for default smooth plots
- added more examples in documentation, including prettyplot and data export
- correct bug in read_dict when performing convert_delta=True

Corrected more typos in documentation
Corrected small bug in read_array

- Updated dependency versions for more flexibility
- Updated readme examples and sample code

This is the first release of the HotStepper package.
- Read the docs
- Case studies, examples and How-To's
- A massive set of features for working with count and discontinuous data (that means pretty much anything).

This package was inspired by the Staircase package (https://github.com/venaturum/staircase) with a number of the sample datasets source from this great package.