v0.1.3 (September 23, 2022) ---------------------------- This is a release with a change in objective and bug fixes for issues identified since ``v0.1.2``. Features ~~~~~~~~~~ - |API change| Change made in the software orientation by starting developing the packages following the `scikit-learn `_ API. The ``fit`` method is implemented in many functions and replaces the `GMT` development API. This has happened when the :mod:`models` module is starting growing by implementing the cross-validation. - |Major change| New algorithmns in the :mod:`watex.base` module are started such as :class:`watex.base.SequentialBackwardSelection`, :class:`watex.base.AdalineGradientDescent` additional to the assessors :class:`watex.base.Data` and :class:`watex.base.Missing`. - |Enhancement| Upload the :code:`watex` documentation in `ReadTheDocs `__ server for the first time. See older `v0.1.3 `__ documentation - |Feature| Upload the ``_p`` module ( from :mod:`watex.datasets._p`) referring to an example of data preparation, the case of :term:`Bagoue Region`. - |Feature| Upload new packages of datasets such :func:`watex.datasets.load_semien`, :func:`watex.datasets.load_boundiali`, :func:`watex.datasets.load_gbalo`, :func:`watex.datasets.load_iris`. Bug fixes ~~~~~~~~~~~ - |Fix| Fixed a bug in :class:`watex.view.QuickPlot` when setting objective to ``flow`` and expecting the data to be automated following the case-history paper of :term:`Bagoue region`. - |Fix| Fixed a bug in fetching data in remote from :func:`watex.datasets.rload.loadBagoueDataset`. Unable to fetch correctly the dataset reset every time a new data record is uploaded in `zenodo `__. - |Fix| Fixed bug in :class:`watex.datasets.rload.Loader` by mixing the three ways of fetching data from ``_fromgithub``, ``_fromzenodo``, ``_fromlocal`` to optmize the change of recovering data. A thread is set for parallelizing the data retrieval.