Tstoolbox

Fix

- Pandas implemented new tolerance approach.
- Better working with time zones.

Feat

- Lossless compression of dataframes.
- Added plot styles, new default is "bright".

Fix

- Correctly uses multiple input to 'regression'

Feat

- Added regression sub-command.
- Added 'output_names' keyword to rename columns on output.
- Added hatch patterns to bar plots.

Fix

- Allow for index,y to by used for "xy" type.

Feat

- Fix x,y plots to allow for index,y plotting
- Added autocorrelation for each column.

Fix

- Corrected columns selection when 0
- xy plot incorrectly inserted a column.
- Allow fit to work across multiple columns.

Feat

- Added autocorrelation if lags==0.

Refactor

- Just added some vertical space.
- Improved description of r statistic.

Feat

- Added scikit-learn scaling functions.
- Added method keyword.
- lowess and linear fit
- Added coefficient of determination to gof.

Fix

- join_axes is deprecated.
- Added force_freq throughout.