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Search results for r regularization
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regularization
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29 search results found
Ml Course
⭐
168
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
Nnlm
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53
Nonnegative Linear Models (NNLM) and Nonnegative Matrix Factorization (NMF or NNMF).
Sparsebn
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37
Software for learning sparse Bayesian networks
Ncvreg
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36
Regularization paths for SCAD- and MCP-penalized regression models
Grpreg
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33
Regularization paths for regression models with grouped covariates
Bigkrls
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26
Now on CRAN, bigKRLS combines bigmemory & RcppArmadillo (C++) for speed into a new Kernel Regularized Least Squares algorithm. Slides:
Spatpca
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18
R Package: Regularized Principal Component Analysis for Spatial Data
Introduction To Machine Learning
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17
A document covering machine learning basics. 🤖📊
Fast Furious
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16
code (R, Matlab/Octave), models and meta-models I needed in my Machine Learning Lab but I didn't found on the shelf
Statistical Learning Using R
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16
This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.
Machine Learning Bookcamp 2022
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15
Solutions for the Machine Learning Zoomcamp 2022 by DataTalks.Club.
Grpregoverlap
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12
Regularization paths of linear, logistic, Poisson, or Cox models with overlapping grouped covariates
Netreg
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12
📊 Generalized linear regression models with network-regularization in R.
Clustrviz
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12
Compute Convex (Bi)Clustering Solutions via Algorithmic Regularization
Xrnet
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10
R Package for Hierarchical Regularized Regression to Incorporate External Data
R Models
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9
A quick reference for how to run many models in R.
Elmnet
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9
Regularized and Pruned Extreme Learning Machines in R
Pulsar
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9
pulsar: Parallel Utilities for Lambda Selection along a Regularization Path
Moma
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8
MoMA: Modern Multivariate Analysis in R
Rare
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8
Linear Model with Tree-Based Lasso Regularization for Rare Feature Selection
Rmtl
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7
Regularized Multi-task Learning in R
Survelm
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6
L2boost
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6
Efficient boosting methods for linear regression.
Applied Machine Learning
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6
Applied Machine Learning
Lesssem
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6
lessSEM estimates sparse structural equation models.
Mxregsem
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5
Testing ground repository for regularized OpenMx
Ccdralgorithm
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5
Structure learning for Bayesian networks using the CCDr algorithm.
Pareben
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5
Parallel Implementations of the Empirical Bayesian Elastic Net Cross-Validation in R
Fincovregularization
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5
Covariance Matrix Estimation and Regularization for Finance
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