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machine-learning
MLAir
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8c8c0d58
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8c8c0d58
authored
4 years ago
by
leufen1
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updated changelog
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b3858d34
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2 merge requests
!225
Resolve "release v1.2.0"
,
!196
Resolve "Competitor Models"
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# Changelog
All notable changes to this project will be documented in this file.
## 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, #231)
*
two new data availability plots
`PlotAvailabilityHistogram`
(#191, #192, #223)
*
introduced parallel code in preprocessing if system supports parallelism (#164, #224, #225)
*
data handler
`DataHandlerMixedSampling`
(and inheritances) supports an offset parameter to end inputs at a different time than 00 hours (#220)
*
args for data handler
`DataHandlerMixedSampling`
(and inheritances) that differ for input and target can now be parsed as tuple (#229)
### technical:
*
added templates for release and bug issues (#189)
*
improved test coverage (#236, #238, #239, #240, #241, #242, #243, #244, #245)
*
station map plot includes now number of stations for each subset (#231)
*
postprocessing plots are encapsulated in try except statements (#107)
*
updated git settings (#213)
*
bug fix for data handler (#235)
*
reordering and bug fix for preprocessing reporting (#207, #232)
*
bug fix for outdated system path style (#226)
*
new plots are included in default plot list (#211)
*
`helpers/join`
connection to ToarDB (e.g. used by DefaultDataHandler) reports now which variable could not be loaded (#222)
*
plot
`PlotBootstrapSkillScore`
can now additionally highlight specific variables, but not included in postprocessing up to now (#201)
*
data handler
`DataHandlerMixedSampling`
has now a reduced data loading (#221)
## v1.1.0 - 2020-11-18 - hourly resolution support and new data handlers
### general:
...
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