From 7d05a34c43565fc3a1a60002368a787aab28996f Mon Sep 17 00:00:00 2001
From: statwangz <48282751+statwangz@users.noreply.github.com>
Date: Tue, 19 Sep 2023 18:58:53 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20YangLabH?=
=?UTF-8?q?KUST/mfair@a7a641c2d00c190a58bbe5ace91d1b19ec96078d=20?=
=?UTF-8?q?=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit
---
pkgdown.yml | 2 +-
reference/fitSFMissing.html | 10 +-
reference/fitSFSparse.html | 155 ++++++++++++++++++++++++++++
reference/getELBO.html | 6 +-
reference/index.html | 10 ++
reference/predict-MFAIR-method.html | 6 +-
reference/projSparse.html | 97 +++++++++++++++++
search.json | 2 +-
sitemap.xml | 6 ++
9 files changed, 285 insertions(+), 9 deletions(-)
create mode 100644 reference/fitSFSparse.html
create mode 100644 reference/projSparse.html
diff --git a/pkgdown.yml b/pkgdown.yml
index e0e2a95..2f5ad4c 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -4,7 +4,7 @@ pkgdown_sha: ~
articles:
ml100k: ml100k.html
neocortex: neocortex.html
-last_built: 2023-09-19T07:34Z
+last_built: 2023-09-19T18:56Z
urls:
reference: https://yanglabhkust.github.io/mfair/reference
article: https://yanglabhkust.github.io/mfair/articles
diff --git a/reference/fitSFMissing.html b/reference/fitSFMissing.html
index 590fbd7..233a3f4 100644
--- a/reference/fitSFMissing.html
+++ b/reference/fitSFMissing.html
@@ -57,9 +57,9 @@
fitSFMissing(
Y,
- obs_indices,
X,
init,
+ obs_indices,
learning_rate,
tree_parameters,
stage1 = TRUE,
@@ -78,10 +78,6 @@ ArgumentsArgumentsFit the single factor MFAI model with partially observed main data matrix stored in the sparse mode. — fitSFSparse • mfair
+ Skip to contents
+
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+
Fit the single factor MFAI model with partially observed main data matrix stored in the sparse mode.
+
+
+
+
Usage
+
fitSFSparse(
+ Y,
+ X,
+ init,
+ obs_indices,
+ learning_rate,
+ tree_parameters,
+ stage1 = TRUE,
+ iter_max = 5000,
+ tol_stage1 = 0.1,
+ tol_stage2 = 1e-05,
+ verbose_sf = TRUE,
+ verbose_loop = TRUE,
+ save_tree_list = TRUE
+)
+
+
+
+
Arguments
+
- Y
+Main data matrix.
+
+
+- X
+A data.frame containing the auxiliary information.
+
+
+- init
+A MFAIRSingleFactor object containing the initial parameters for the single factor MAFI model.
+
+
+- obs_indices
+Indices of the observed entries in the main data matrix.
+
+
+- learning_rate
+Numeric. Parameter for the gradient boosting part.
+
+
+- tree_parameters
+A list containing the parameters for the gradient boosting part.
+
+
+- stage1
+Logical. Whether to perform fitting algorithm stage1. The greedy algorithm needs while the backfitting algorithm does not need.
+
+
+- iter_max
+Integer. Maximum iterations allowed.
+
+
+- tol_stage1
+Numeric. Convergence criterion in the first step.
+
+
+- tol_stage2
+Numeric. Convergence criterion in the first step.
+
+
+- verbose_sf
+Logical. Whether to display the detailed information.
+
+
+- verbose_loop
+Logical. Whether to display the detailed information when looping.
+
+
+- save_tree_list
+Logical. Whether to save the tree list.
+
+
+
+
Value
+
+
+
A MFAIRSingleFactor object containing the information about the fitted single factor MFAI model.
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