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correct docs
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david-cortes committed Jun 25, 2023
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6 changes: 3 additions & 3 deletions R/fit.R
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#' taking instead a fixed number of steps (given by `max_cg_steps`) at each iteration
#' regardless of whether it has reached the optimum already.
#'
#' Ignored when passing `use_cg=FALSE` or `method="als"`.
#' Ignored when passing `use_cg=FALSE` or `method="lbfgs"`.
#' @param alpha Weighting parameter for the non-zero entries in the implicit-feedback
#' model. See [3] for details. Note that, while the author's suggestion for
#' this value is 40, other software such as the Python package `implicit` use a value of 1,
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#' regularization to the \eqn{\mathbf{A}, \mathbf{B}}{A, B} matrices instead.
#'
#' For reproducibility, the initializations of the model matrices (always initialized
#' as `~ Normal(0, 1)`) can be controlled
#' through `set.seed`, but if using parallelizations, there are potential sources
#' as `~ Normal(0, 1)` for `CMF` and as `~ Uniform(0,1)` for `CMF_implicit`) can be controlled
#' through the seed parameter, but if using parallelizations, there are potential sources
#' of irreproducibility of random seeds due to parallelized aggregations and/or
#' BLAS function calls, which is especially problematic for the L-BFGS method
#' with `parallelize='single'`.
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6 changes: 3 additions & 3 deletions man/fit.Rd

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