Release v0.3.0 beta-version

[earthai-tech]

v0.3.0 (November 21, 2023)

These are substantial changes in v0.2.7 API that lead to new features and fugs fixed.

• |API change| watex.methods.em.Processing and watex.methods.em.ZC do no longer exist.
  They have been changed to :class:watex.methods.em.EMAP and
  :class:watex.methods.em.MT respectively.

• |API change| watex.utils.funcutils.fit_by_ll is deprecated and replaced by :func:watex.utils.funcutils.fit_ll.

• |Fix| Bug in removing the static shift in :term:AMT data. Henceforth the correction factor method deprecated method watex.methods.em.ZC.get_ss_correction_factors
  replaced by :meth:watex.methods.em.MT.get_ss_correction_factors is applied for each station differently rather than using
  the factor to correct all stations. There are also a choice for user to input the correction factors ss_fx and ss_fy manually into a list.

• |Feature| :func:watex.utils.plotutils.plot_tensors plots resistivity and phase tensors or the real and imaginary impedance.

• |Feature| :func:watex.utils.torres_verdin_filter calculates the adaptive moving average of a given data array from
  Torres and Verdin codes

• |Feature| :func:watex.methods.em.filter_noises remove noise from component xx, yy, xy or yx.

• |Feature| :meth:watex.methods.em.MT.remove_noises removes artifacts in the data and smooth it.

• |Feature| :func:watex.methods.em.drop_frequencies drop bad frequencies or frequencies with no consistent data in the EDI files.

• |Feature| :func:watex.utils.plotutils.plot_sounding plot the vertical electrical resistivity data.

• |Enhancement| :func:watex.utils.plot_profiling accepts ax as a paramater.

• |Enhancement| :func:watex.view.TPlot.plot_rhophi changes the style of plot in preceeding versions. It accepts parameter kind for plotting multiple stations differently.

• |Enhancement| Fix overlapping xlabels in the :func:watex.utils.exmath.plotOhmicArea.