v0.27.1 – 2021-05-05

• Preserve order of rows when reading cta DL1 data (#156) @maxnoe

v0.27.0 – 2021-04-06

• Add preliminary support for the ctapipe DL1 format. Applying cuts, training and applying models is possible now. (#142) @LukasNickel @maxnoe

v0.26.0

This release drops support for python 3.7, following the same decision in our dependencies astropy and numpy

• New method for origin reconstruction: dx/dy regression (#145) @ArnePoggenpohl
• Improvements to fact_to_dl3 (#148) @maxnoe
  • add zd / az predictions also for simulations
  • fix tool for when just 1 process is used
  • make use of ErfaAstromInterpolator to speed up coordinate transform

v0.25.1

v0.25.1

• Bump dependency version to sklearn2pmml for compatibility with recent sklearn
• Fix date conversion in fact_to_dl3 for certain combinations of astropy and numpy

v0.25.0

v0.25.0

• Important From this version onwards, the aict-tools won't require a fixed version of scikit-learn and will try to support the most recent versions. This means you should pin the scikit-learn version when using the aict-tools yourself.

• Fix an issue with padding in the disp plots

v0.24.2

v0.24.2

• report how many rows in which columns contain nans in preprocessing
• Fix creation of bias and resolution plot

v0.24.1

v0.24.1

• Fix for setting azimuth unit (was reading in the zd unit)
• Correctly convert altitude units (forgotten to convert in 0.24)
• plot_disp_performance now calculates uncertainties from the cross validation for the energy dependent metrics

v0.24.0

v0.24.0

This is a pretty large release with lots of improvements regarding CTA integration.

• Added config options for all columns where units are needed (e.g. az_pointing_unit).
  The defaults follow the conventions of the FACT-Tools analysis chain, for CTA you will need to define
  these options appropriately. (e.g. delta_unit: deg
• Similarly, one can now provide either altitude or zenith distance, mutually exclusive
• If the global config options true_energy_column or size_column are set, these values are stored in the cross validation output hdf5 file, to enable energy/size dependent performance evaluation.
  For now, this is only used in plot_disp_performance, where r2 score and sign accuracy are shown versus true energy.

v0.23.0

v0.23.0

Add script disp performance plotting script

v0.22.2

v0.22.2

FIx the newly introduced cta coordinate transformations, they were assuming altitude was stored in the zenith column, now corrected.