Topic: "penalized-regression"
m-clark/models-by-example
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Language: R - Size: 26.2 MB - Last synced at: about 1 hour ago - Pushed at: over 4 years ago - Stars: 69 - Forks: 19
yaglm/yaglm
A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-convex penalties.
Language: Python - Size: 1.73 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 41 - Forks: 12
m-clark/generalized-additive-models-workshop-2019
A workshop on using generalized additive models and the mgcv package.
Language: R - Size: 15.2 MB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 27 - Forks: 16
jaredhuling/oem
Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm
Language: C++ - Size: 8.46 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 26 - Forks: 6
doccstat/fastcpd
Fast Change Point Detection in R
Language: C++ - Size: 95.7 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 22 - Forks: 2
klkeys/IHT.jl 📦
A Julia module that implements the (normalized) iterative hard thresholding algorithm(IHT) of Blumensath and Davies. IHT performs feature selection akin to LASSO- or MCP-penalized regression using a greedy selection approach.
Language: Julia - Size: 4.64 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 8 - Forks: 1
benkeser/halplus
Nonparametric regression and prediction using the highly adaptive lasso algorithm
Language: R - Size: 103 KB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 7
statalasso/lassopack
LASSOPACK: Stata module for lasso, square-root lasso, elastic net, ridge, adaptive lasso estimation and cross-validation
Language: Stata - Size: 2.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 5 - Forks: 3
jaredhuling/vennLasso
Variable selection for heterogeneous populations using the vennLasso penalty
Language: C++ - Size: 4.45 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0
zuoyi93/ProSGPV
Penalized Regression with Second-Generation P-Values
Language: R - Size: 7.07 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 2
jrenstat/regnet
Network-Based Regularization for Generalized Linear Models
Language: R - Size: 5.9 MB - Last synced at: 30 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 4
terrytianyuzhang/Sieve
Source files for R package Sieve
Language: R - Size: 3.35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0
Badr-MOUFAD/beyond-OLS-med-supp-material
Supplementary material for the medium article Beyond linear regression: Leveraging linear regression for feature selection of continuous/categorical variables.
Language: Jupyter Notebook - Size: 40 KB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
Oncostat/biospear
Biomarker selection in penalized regression models
Language: R - Size: 2.18 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 2
Syksy/oscar
CRAN R package - oscar: Optimal Subset CArdinality Regression models
Language: Fortran - Size: 132 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0
ejikeugba/serp
Smooth Effects on Response Penalty for CLM
Language: R - Size: 1.01 MB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0
jpfitzinger/hfr
An R package that implements the Hierarchical Feature Regression: a regularized group-shrinkage regression estimator based on supervised hierarchical graphs
Language: R - Size: 197 KB - Last synced at: 24 minutes ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
SimonBussy/binarsity
Experiments for Binarsity: a penalization for one-hot encoded features
Language: Jupyter Notebook - Size: 255 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0
m-clark/mixed-models-overview
Raw files for a document providing an overview of mixed models from varying perspectives.
Language: R - Size: 2.28 MB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1
jordandeklerk/sieve
Python package for penalized sieve estimation in tensor product spaces for non-parametric regression and classification estimation
Language: Python - Size: 157 KB - Last synced at: 22 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
ehm-lab/2017_gasparrini_Biomet_Rcodedata Fork of gasparrini/2017_gasparrini_Biomet_Rcodedata
A penalized version of distributed lag linear and non-linear models
Language: R - Size: 838 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
quansun98/GAUDI
GAUDI: a penalized regression based PRS method designed specifically for admixed individuals
Language: R - Size: 215 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
Muddaj/Logistic-Regression
A repository for a showcase project. I analyze juice consumer data, using logistic regression and logistic lasso penalized regression in R to predict what juice brand a customer purchases based on characteristics of the situation.
Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
alexwky/missLASSO
Penalized regression for multiple types of many features with missing data using expectation-maximization (EM) algorithm.
Size: 5.96 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
AdamIH1/Diamond_Data_Analysis
Analysis of a Diamond dataset
Size: 3.76 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
AliValiyev/CEIT418-Data-Science
These are my solutions for the labs and assignments for Data Science course.
Language: Jupyter Notebook - Size: 16.7 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
GlenMartin31/Penalised-CPMs-In-Minimum-Sample-Sizes
Repo for the paper entitled "Developing Risk Prediction Models using Penalisation within Data that Adheres to Minimum Sample Size Criteria"
Language: R - Size: 9.49 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
enweg/SnT_BigTime
Interactive Notebook demonstrating the R-library bigtime
Language: CSS - Size: 24.7 MB - Last synced at: 25 days ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
himeag/Business-Algorithms
University of Utah—MKTG 6600: Business Algorithms | Taken: Fall 2020
Language: HTML - Size: 3.93 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1
fontaine618/MSTweedie
Multi-source sparse Tweedie modelling
Language: R - Size: 752 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 2
jaredhuling/OrthogEM.jl
an extremely basic Julia implementation of the Orthogonalizing EM (OEM) algorithm for penalized regression
Language: Julia - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1
dfleis/hierbasis2
Rebuilding & adding some functionality to Haris et al.'s (2016) HierBasis library.
Language: R - Size: 136 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
mmarouen/SVM_Framework_py
Flexible SVM framework implementation
Language: Python - Size: 23.4 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0
kevinVervier/orthopen
Learning tasks with orthogonal/disjoint supports
Language: R - Size: 24.4 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0
