v0.2.7 (July 09, 2023)

These are minor changes in v0.2.6 that shows fugs fixed.

• API change fetch_data_from_repo previously located in watex.geology.core is deprecated and replaced by watex.utils.baseutils.get_remote_data().

• Fix Bug in geographical coordinates when values are given in string in watex.geology.DSDrill.build_geology(). Henceforth, all numerical arguments are casted to numeric values brefore the drillholes construction.

• Fix watex.utils.funcutils.str2columns() henceforth converts text value to string before parsing.

• Feature watex.utils.baseutils.save_or_load() for saving or loading Numpy arrays. Idem for watex.utils.baseutils.array2hdf5() for loading or writing array to hdf5.

• Feature watex.utils.bin_counting() counts categorical variable and turn it into probabilistic ratio.

• Feature watex.utils.resampling() combines Random Oversampling and Undersampling

• Feature watex.geology.core.GeoBase.find_properties() to find rock/structural properties or constraint the geological info to fit the rock in AGSO database.

• Feature watex.geology.DSDrill.build_drillholes() can be used to build a specific drillhole manually through the parameter kind.

• Enhancement watex.utils.read_data() is now able to read data in txt and numpy formats (.npy and .npz).

• Enhancement Add Nanshan land subsidence data. watex.datasets.load_nlogs() accepts henceforth ls for land subsidence as an argument for collection the subsidence data. The parameter years can be used accordingly to get the year of the subsidence.

• Enhancement watex.geology.DSDrill implements watex.geology.DSDrill.set_drillholes() to construct the drilling with valid data passed to the fit method. The drillholes construction expects argument supplied to the properties parameter. However, watex.geology.DSDrill.get_properties() can be used and to get the drillholes parameters before providing the property arguments.

• Enhancement watex.utils.remove_outliers() accepts dataframe and removes outliers using z-score.