• bvarsv

  • Referenced in 110 articles [sw11023]
  • with a focus on generating posterior predictive distributions...
  • WaveNet

  • Referenced in 26 articles [sw38795]
  • fully probabilistic and autoregressive, with the predictive distribution for each audio sample conditioned...
  • conformalInference

  • Referenced in 23 articles [sw27010]
  • inference. The current emphasis is on conformal prediction in regression. Soon, we will add tools ... reproduces all examples in the paper ”Distribution-Free Predictive Inference for Regression”. This R code ... conformalInference” R package. Main reference: ”Distribution-Free Predictive Inference for Regression” by Jing...
  • brms

  • Referenced in 32 articles [sw19099]
  • parameters of the response distribution can be predicted in order to perform distributional regression. Prior ... explicitly encourage users to apply prior distributions that actually reflect their beliefs. In addition, model ... easily be assessed and compared with posterior predictive checks and leave-one-out cross-validation...
  • IVEware

  • Referenced in 19 articles [sw07448]
  • variable generating draws from the predictive distribution specified by the regression model. An iterative imputation...
  • Neural Network Toolbox

  • Referenced in 178 articles [sw07378]
  • data fitting, pattern recognition, clustering, time-series prediction, and dynamic system modeling and control ... handle large data sets, you can distribute computations and data across multicore processors, GPUs...
  • ROCKET

  • Referenced in 13 articles [sw30016]
  • behavior across subsamples agrees with the distribution predicted by the theory...
  • Eigentaste

  • Referenced in 66 articles [sw12451]
  • normal distribution models to derive analytic estimates of NMAE when predictions are random...
  • BoTorch

  • Referenced in 10 articles [sw40383]
  • distinctive algorithmic foundation that leverages fast predictive distributions, hardware acceleration, and deterministic optimization. We also...
  • LearnBayes

  • Referenced in 6 articles [sw04495]
  • parameter posterior distributions and predictive distributions. It contains MCMC algorithms for summarizing posterior distributions defined...
  • Valgrind

  • Referenced in 63 articles [sw04420]
  • Valgrind to build new tools. The Valgrind distribution currently includes six production-quality tools ... thread error detectors, a cache and branch-prediction profiler, a call-graph generating cache...
  • SMAC

  • Referenced in 80 articles [sw27215]
  • orders of magnitude on certain instance distributions. Recently, we have also found ... input dimensions than other algorithms. Finally, the predictive models SMAC is based on can also...
  • npde

  • Referenced in 2 articles [sw25142]
  • Computing normalised prediction distribution errors to evaluate nonlinear mixed-effect models: The npde ... part of the analysis. Recently, normalised prediction distribution errors (npde) have been proposed ... npde take into account the full predictive distribution of each individual observation and handle multiple...
  • PnPMPC

  • Referenced in 6 articles [sw12119]
  • Plug-and-Play (PnP) decentralized and distributed Model Predictive Control (MPC) and PnP state estimation...
  • dismo

  • Referenced in 5 articles [sw21023]
  • species distribution modeling, that is, predicting entire geographic distributions form occurrences at a number...
  • bayesmeta

  • Referenced in 2 articles [sw22042]
  • evaluate joint and marginal posterior probability distributions, predictive distributions, shrinkage effects...
  • PEPS

  • Referenced in 34 articles [sw03186]
  • parallel version of the PEPStool using distributed memory is proposed and modelled with SAN formalism.After ... PEPS tool itself is applied to predict the performance of this model...
  • AutoDock

  • Referenced in 34 articles [sw09659]
  • automated docking tools. It is designed to predict how small molecules, such as substrates ... receptor of known 3D structure. Current distributions of AutoDock consist of two generations of software...
  • dMPC

  • Referenced in 2 articles [sw35809]
  • Distributed model predictive control strategies for coordination of electro-thermal devices in a cooperative energy ... realized with a distributed and hierarchical-distributed model predictive control strategies, which are compared with ... combines the advantages of rescheduling and a distributed MPC stratgy. The method applies a dynamic...
  • BAPC

  • Referenced in 2 articles [sw21599]
  • rates. When interest lies in the predictive distribution, Poisson noise is added automatically...