Pyinterpolate

* (python) removed Python 3.8 from the supported versions,
* (debug) fixed `DivisionByZeroWarning` when semivariogram range is equal to 0

2024-10-26
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* (logic) debugged variance error calculations for Area-to-Point Poisson Kriging
* (bug) https://github.com/DataverseLabs/pyinterpolate/issues/428
* (enhancement) added universal kriging functionality along with multivariate regression

2024-06-26
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* (dependencies) `GeoPandas` >= 1; `numpy` < 2

2024-02-19
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* (enhancement) `interpolate_raster()` function takes `allow_approx_solutions` parameter, and it protects from `LinAlgError` that might occur if interpolation points are duplicated (due to the floating point number representation).
* (refactoring) `calc_point_to_point_distance` function refactored to `point_distance`, changed input parameters' schema,
* (refactoring) new selection method for unequally spaced bins: `select_values_between_lags`
* (debug) `np.float` type casting has been changed to `float`

2023-09-16
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* (debug) `hdbscan` is removed from requirements, cluster detection algorithms are blocked, and those will be reimplemented in the closest future. The `HDBSCAN` package breaks installation of the package.

2023-08-29
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* (feature) `to_tiff()` function which writes kriging output from the `interpolate_raster()` function to `tiff` and `tfw` files,
* (debug) `safe` theoretical variogram models,
* (enhancement) `model_types` parameter can be string only (in the future the name of this parameter will be changed),
* (dependencies) fixed dependencies (`hdbscan` and `scikit-learn`),
* (enhancement) updated tutorials, we slightly changed their structure,
* (dependencies) End of support for Python 3.7,
* (invalid) Warning when user tries to use `.plot()` method of the `ExperimentalVariogram` class,
* (invalid) Default `direction` and `tolerance` are `None` instead of floats,
* (invalid) Removed unnecessary warning from the `.autofit()` method.

2023-05-03
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