CHANGELOG.md

Changelog

All notable changes to this project will be documented in this file.

v1.3.0 - 2021-02-24 - competitors and improved transformation

general:

• release of official MLAir logo (#274 (closed))
• new transformation schema for better independence of MLAir and data handler (#272 (closed))
• competing models can be included in postprocessing for direct comparison (#198 (closed))

new features:

• new helper functions for geographic issues (#280 (closed))
• default data handler and inheritances can use min/max and log transformation (#276 (closed), #275 (closed))
• include IntelliO3-ts model as reference via automatic download (#131 (closed))

technical:

• experiment name now always includes target sampling type (#263 (closed))
• competitive skill score plot is refactored (#260 (closed))
• bug fix for climatological skill scores (#259 (closed))
• bug fix for custom objects handling (#277 (closed))
• bug fix for monitoring plots when multiple output branches are used (#278 (closed))
• update requirements to newer version and dependencies (#262 (closed), #273 (closed))
• HPC scripts are updated to work properly with parallel data processing (#281 (closed))

v1.2.1 - 2021-02-08 - bug fix for recursive import error

general:

• applied bug fix

technical:

• bug fix for recursive import error, (#269 (closed))

v1.2.0 - 2020-12-18 - parallel preprocessing and improved data handlers

general:

• new plots
• parallelism for faster preprocessing
• improved data handler with mixed sampling types
• enhanced test coverage

new features:

• station map plot highlights now subsets on the map and displays number of stations for each subset (#227 (closed), #231 (closed))
• two new data availability plots PlotAvailabilityHistogram (#191 (closed), #192 (closed), #223 (closed))
• introduced parallel code in preprocessing if system supports parallelism (#164 (closed), #224 (closed), #225 (closed))
• data handler DataHandlerMixedSampling (and inheritances) supports an offset parameter to end inputs at a different time than 00 hours (#220 (closed))
• args for data handler DataHandlerMixedSampling (and inheritances) that differ for input and target can now be parsed as tuple (#229 (closed))

technical: