bernouilliGammaLoss | Custom loss function for Bernouilli-Gamma distributions. |
computeRainfall | Compute the amount of precipitation given the parameters of a Gamma distribution. |
computeTemperature | Sample from the daily conditional gaussian distributions. |
downscaleCV.keras | Downscale climate data and reconstruct the temporal serie by splitting the data following a user-defined scheme |
downscalePredict.keras | Downscale climate data for a a previous defined deep learning keras model. |
downscalePredictHidden.keras | Obtain the output of the hidden layers in a deep learning keras model for downscaling. |
downscaleTrain.keras | Train a deep model with keras in the climate4R framework |
gaussianLoss | Custom loss function for Gaussian distributions. |
prepareData.keras | Configuration of data for downscaling with a keras model |
prepareNewData.keras | Prepare newdata for predictions going to be donw with a keras model |
relevanceMaps | Obtain relevance maps as a climate4R object |