NEWS

# downscaleR.keras changelog

## v0.0.2 (23 Mar 2020)
 * NEWS
 * minor changes in prepareNewData.keras and relevanceMaps
 
## v1.0.0 (26 Apr 2021)
 * gaussianLoss(), which minimizes the negative log-likelihood of a Gaussian distribution.
 * downscalePredictHidden.keras function to obtain the output of the hidden layers and the kernels (in conv layers)
 * Function name changed: bernouilliGamma.loss_function --> bernouilliGammaLoss
 * changes in variable names in downscalePredict.keras (e.g., "pr1" --> "p", "tas1" --> "mean")
 * new function: downscaleCV.keras
 * changed name function (and some functionalities): bernouilliGammaStatistics --> computeRainfall
 * internal changes on 'relevanceMaps' function
 * donttest in examples with require(climate4R.datasets)
 * new function: computeTemperature.R
 * add time.frames in prepareData.keras and prepareNewData.keras for recurrent neural networks
 * prepareData.keras and prepareNewData.keras now adapted to compute PCs and select nearest neighbours
 * new dependency: downscaleR(>=3.3.2)
 
 ## v1.1.0 (22 Jun 2023)
  * Bugs in prepareData.keras, prepareNewData.keras, downscaleCV.keras and downscalePredict.keras --> adapted to single-site
  * Documentation updates
  
 ## v1.1.1 (22 Jun 2023)
  * Update of the DESCRIPTION file