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guhjy's Projects

konfound icon konfound

R package for carrying out sensitivity analysis

krls icon krls

R package for machine learning technique to fit flexible, interpretable functional forms for continuous and binary outcomes.

labhacks icon labhacks

Resources for data driven neuroscientists.

lam icon lam

Some Latent Variable Models

lassopv icon lassopv

Nonparametric P-Value Estimation for Predictors in Lasso

latticist icon latticist

Automatically exported from code.google.com/p/latticist

lavaan icon lavaan

an R package for structural equation modeling and more

leekasso icon leekasso

Code for comparing the top 10 predictors to the lasso/debiased lasso

lfa icon lfa

logistic factor analysis

libermate icon libermate

LiberMate - A MATLAB to Python (SciPy/NumPy) Translator

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lime icon lime

Local Interpretable Model-Agnostic Explanations (R port of original Python package)

linear-models-regression icon linear-models-regression

R packages which implements most known linear regression model: pls, OLS, ridge, lasso, LAR, principal components regression...

lineup icon lineup

R/lineup package to detect sample mix-ups between two sets of measurements

lineup2 icon lineup2

R package to detect sample mix-ups between two sets of measurements

lintools icon lintools

Tools for manipulating systems of linear (in)equalities

live icon live

Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN

lm2sls icon lm2sls

Two-Stage Least-Squares Regression With Diagnostics

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