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Created with Raphaël 2.2.019Jan15141312118723Dec2117161514119427Nov26259Oct52128Sep2523211817161514111098432131Aug28272625242120191817141312111030Jul29282724232221201716151410987632Removed some options for network evaluation.Major refactor: Adapting NetworkInference to accomodate multiple models.Removed the date option for plot_sample.Added LabelMapping from Sparcs to Alcd and vice versa.Handle 2d-input arrays.Moved transfer learning part to dedicated configuration class.Close gdal vrt dataset for safety reasons.Changed naming convention.Improved representation logging.Fixed some issues when initializing model training.Improved documentation of available options.Moved training initialization to dedicated script.Fixed band order on both Windows and Linux.Improved logging when converting hdfs to tifs.Implemented to set NoData value when saving numpy arrays to tifs; implemented band description in vrt files.Major refactoring towards a general training class for classification problems.Implemented changes of the configurable parameters.Added UDA support at input feature level.Number of input channels and output classes are saved to state file; configurable loss function support dropped.Decluttered checkpoint/transfer learning model initialization.Major generalization of Network class; added support for AdamW and AMSgrad.Implemented configuration of optimizer keyword arguments.Added a function to calculate the extent of a low-resolution pixel in a high resolution image.Added a function to extract values from a raster by another raster mask.Added a function to plot each scene of a dataset.Implemented the interface to the ALCD dataset.Added the option to set a description for each raster band.Added a function to convert decimal numbers to binary.Added a function to efficiently replace values in an array.Changed LabelMapping from Enum to dict.Added option to keep source coordinate system during reprojection: useful for resampling only.Major changes in the calibration of Landsat-8 and Sentinel-2.Added two functions handling (i) the reprojection of a geospatial vector dataset to a defined coordinate system and (ii) the conversion of a vector dataset to a raster dataset.Fixed typo.Added a generic class to define label mappings.Added optional NoData value.Added Link to EPSG Finder.Added a function to reproject a rraster to a defined coordinate reference system.Made logging to file optional.Added a check for an empty dataset.