EOTasks

core

`AddFeatureTask`	Adds a feature to the given EOPatch.
`CopyTask`	Makes a (shallow or deep) copy of the given EOPatch.
`CreateEOPatchTask`	Creates an EOPatch.
`DeepCopyTask`	[DEPRECATED] Makes a deep copy of the given EOPatch.
`DuplicateFeatureTask`	Duplicates one or multiple features in an EOPatch.
`ExplodeBandsTask`	Explode a subset of bands from one feature to multiple new features.
`ExtractBandsTask`	Moves a subset of bands from one feature to a new one.
`IOTask`	An abstract Input/Output task that can handle a path and a filesystem object.
`InitializeFeatureTask`	Initializes the values of a feature.
`LoadTask`	Loads an EOPatch from a filesystem.
`MapFeatureTask`	Applies a function to each feature in input_features of a patch and stores the results in a set of output_features.
`MergeEOPatchesTask`	Merge content from multiple EOPatches into a single EOPatch.
`MergeFeatureTask`	Merges multiple features together by concatenating their data along the specified axis.
`MoveFeatureTask`	Task to copy/deepcopy fields from one EOPatch to another.
`RemoveFeatureTask`	Removes one or multiple features from the given EOPatch.
`RenameFeatureTask`	Renames one or multiple features from the given EOPatch.
`SaveTask`	Saves the given EOPatch to a filesystem.
`TemporalSubsetTask`	Extracts a temporal subset of the EOPatch.
`ZipFeatureTask`	Passes a set of input_features to a function, which returns a single features as a result and stores it in the given EOPatch.
`InputTask`	Introduces data into an EOWorkflow, where the data can be specified at initialization or at execution.
`OutputTask`	Stores data as an output of EOWorkflow results.

coregistration

ECCRegistrationTask

Multi-temporal image co-registration using OpenCV Enhanced Cross-Correlation method

features

`FilterTimeSeriesTask`	Removes all frames in the time-series with dates outside the user specified time interval.
`SimpleFilterTask`	Transforms an eopatch of shape [n, w, h, d] into [m, w, h, d] for m <= n.
`SpatialResizeTask`	Resizes the specified spatial features of EOPatch.
`NormalizedDifferenceIndexTask`	The task calculates a Normalized Difference Index (NDI) between two bands A and B as:

features.extra

`ClusteringTask`	Tasks computes clusters on selected features using sklearn.cluster.AgglomerativeClustering.
`AkimaInterpolationTask`	[DEPRECATED] Implements eolearn.features.InterpolationTask by using scipy.interpolate.Akima1DInterpolator
`BSplineInterpolationTask`	[DEPRECATED] Implements eolearn.features.InterpolationTask by using scipy.interpolate.BSpline
`CubicInterpolationTask`	[DEPRECATED] Implements eolearn.features.InterpolationTask by using scipy.interpolate.interp1d(kind='cubic')
`CubicResamplingTask`	[DEPRECATED] Implements eolearn.features.ResamplingTask by using scipy.interpolate.interp1d(kind='cubic')
`InterpolationTask`	Main EOTask class for interpolation and resampling of time-series.
`KrigingInterpolationTask`	Implements eolearn.features.InterpolationTask by using sklearn.gaussian_process.GaussianProcessRegressor
`LinearInterpolationTask`	Implements eolearn.features.InterpolationTask by using numpy.interp and @numba.jit(nopython=True)
`LinearResamplingTask`	[DEPRECATED] Implements eolearn.features.ResamplingTask by using scipy.interpolate.interp1d(kind='linear')
`NearestResamplingTask`	[DEPRECATED] Implements eolearn.features.ResamplingTask by using scipy.interpolate.interp1d(kind='nearest')
`ResamplingTask`	A subclass of InterpolationTask task that works only with data with no missing, masked or invalid values.
`SplineInterpolationTask`	[DEPRECATED] Implements eolearn.features.InterpolationTask by using scipy.interpolate.UnivariateSpline

geometry

`ErosionTask`	The task performs an erosion to the provided mask
`MorphologicalFilterTask`	Performs morphological operations on masks.
`RasterToVectorTask`	Task for transforming raster mask feature into vector feature.
`VectorToRasterTask`	A task for transforming a vector feature into a raster feature

io

`VectorImportTask`	A task for importing (Fiona readable) vector data files into an EOPatch
`BaseRasterIoTask`	Base abstract class for raster IO tasks
`ExportToTiffTask`	Task exports specified feature to GeoTIFF.
`ImportFromTiffTask`	Task for importing data from a GeoTIFF file into an EOPatch
`SentinelHubDemTask`	Adds DEM data (one of the collections) to
`SentinelHubEvalscriptTask`	Process API task to download data using evalscript
`SentinelHubInputBaseTask`	Base class for Processing API input tasks
`SentinelHubInputTask`	Process API input task that loads 16bit integer data and converts it to a 32bit float feature.

mask

`JoinMasksTask`	Joins together masks with the provided logical operation.
`MaskFeatureTask`	Masks out values of a feature using defined values of a given mask feature.
`SnowMaskTask`	The task calculates the snow mask using the given thresholds.

mask.extra

CloudMaskTask

Cloud masking with the s2cloudless model.

ml_tools

`BaseSamplingTask`	A base class for sampling tasks
`BlockSamplingTask`	A task to randomly sample pixels or blocks of any size.
`FractionSamplingTask`	The main task for pixel-based sampling that samples a fraction of viable points determined by a mask feature.
`GridSamplingTask`	A task to sample blocks of a given size in a regular grid.