nanxstats / enplsLinks
Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeling with (sparse) partial least squares regressions.
☆18Updated 4 months ago
Alternatives and similar repositories for enpls
Users that are interested in enpls are comparing it to the libraries listed below
Sorting:
- Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support☆36Updated last year
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆24Updated 3 years ago
- Estimate a suite of normalizing transformations, including a new adaptation of a technique based on ranks which can guarantee normally di…☆41Updated last month
- Build machine learning models in R like using python's scikit-learn library☆33Updated last year
- R Package: Cross-validate one or multiple gaussian or binomial regression models at once. Perform repeated cross-validation. Returns resu…☆38Updated last month
- Projection Pursuit Forest Algorithm for Supervised Classification☆18Updated 4 months ago
- Bayesian Linear Mixed Effect Models☆46Updated this week
- Plotting model coefficients☆29Updated 3 weeks ago
- Visualise the Results of Inferential Statistics using 'ggplot2'☆13Updated 2 years ago
- Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).☆21Updated 4 months ago
- R package to read large text files based on splitting + data.table::fread☆43Updated 3 years ago
- Restricted permutations☆24Updated 6 months ago
- Sparse and Regularized Discriminant Analysis in R☆14Updated 5 years ago
- Explanations for survival models☆15Updated 3 years ago
- Utility package to install OpenCV in R☆53Updated 8 months ago
- Explain black box with GLM☆23Updated 6 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 9 months ago
- Simplified odds ratio calculation of binomial GAM/GLM models☆30Updated 2 months ago
- 🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions☆13Updated last year
- iSEE repository for the Shiny contest☆21Updated 5 years ago
- Learning Discrete Bayesian Network Classifiers from Data☆20Updated last year
- ☆27Updated 6 years ago
- Tidy Verbs for Fast Data Operations by Reference☆35Updated last year
- Subset partitioning via anticlustering☆38Updated 3 weeks ago
- A high-level interface to keras for R that takes advantage of formulas☆50Updated 6 years ago
- Model selection and stability plots☆12Updated last year
- Metrics for scoring machine learning models in R☆22Updated 8 years ago
- The trackr R package enables Discoverability and enhances reproducibility by generating automatic provenance and semantically descriptive…☆28Updated 4 years ago
- An R package extends R to process tera-scale datasets in parallel and out of core automatically.☆16Updated 8 years ago
- Size-constrained Clustering in R☆33Updated 2 years ago