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rocketce / packages / cmdstan 2.33.1

CmdStan, the command line interface to Stan

Installers

Info: This package contains files in non-standard labels.
  • linux-ppc64le v2.33.1

conda install

To install this package run one of the following:
conda install rocketce::cmdstan
conda install rocketce/label/rocketce-1.11.2::cmdstan
conda install rocketce/label/rocketce-1.8.0::cmdstan
conda install rocketce/label/rocketce-1.9.1::cmdstan

Description

CmdStan is the command line interface to Stan, a package providing

  • full Bayesian inference using the No-U-Turn sampler (NUTS), a variant of Hamiltonian Monte Carlo (HMC),
  • penalized maximum likelihood estimation (MLE) using optimization, either Newton or quasi-Newton algorithms BFGS and L-BFGS,
  • approximate Bayesian inference using automatic differentiation variational inference (ADVI),
  • a full first- and higher-order automatic differentiation library based on C++ template overloads, and
  • a supporting fully-templated matrix, linear algebra, and probability special function library.
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