nanxstats / enplsLinks
Algorithmic framework for measuring feature importance, outlier detection, model applicability evaluation, and ensemble predictive modeling with (sparse) partial least squares regressions.
☆18Updated 3 months ago
Alternatives and similar repositories for enpls
Users that are interested in enpls are comparing it to the libraries listed below
Sorting:
- 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 2 weeks ago
- R Package: Cross-validate one or multiple gaussian or binomial regression models at once. Perform repeated cross-validation. Returns resu…☆38Updated last month
- 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
- Build machine learning models in R like using python's scikit-learn library☆33Updated last year
- (R) Efficient methods and operators for the sparse matrix classes in 'Matrix' (esp. CSR format or "RsparseMatrix")☆23Updated last year
- Rcpp (free of Java/Weka) implementation of FSelector entropy-based feature selection algorithms with a sparse matrix support☆36Updated last year
- 🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions☆13Updated last year
- Restricted permutations☆24Updated 5 months ago
- Projection Pursuit Forest Algorithm for Supervised Classification☆18Updated 3 months ago
- Compute Convex (Bi)Clustering Solutions via Algorithmic Regularization☆20Updated 5 years ago
- R package to read large text files based on splitting + data.table::fread☆43Updated 3 years ago
- Simplified odds ratio calculation of binomial GAM/GLM models☆30Updated last month
- Subset partitioning via anticlustering☆38Updated this week
- Sparse and Regularized Discriminant Analysis in R☆14Updated 5 years ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 4 years ago
- Ames IA Housing data from De Cock (2011)☆15Updated 2 years ago
- R package for large-scale similarity/distance computation☆29Updated 3 weeks ago
- Utility package to install OpenCV in R☆53Updated 7 months ago
- Fast covariance, correlation, and cosine similarity.☆36Updated 4 years ago
- The trackr R package enables Discoverability and enhances reproducibility by generating automatic provenance and semantically descriptive…☆28Updated 4 years ago
- R package to interface some popular parallelization backends with a unified interface☆57Updated 2 years ago
- Bayesian Linear Mixed Effect Models☆46Updated 9 months ago
- An R library for accurate and fast calculations of Precision-Recall and ROC curves☆44Updated 7 months ago
- An R package extends R to process tera-scale datasets in parallel and out of core automatically.☆16Updated 8 years ago
- Inverse estimation in R☆24Updated 2 years ago
- [DEPRECATED] An R package to rapidly build and deploy supervised machine learning workflows☆16Updated 6 years ago
- Plotting model coefficients☆29Updated 3 months ago
- Fast, weighted ROC curves☆27Updated 3 years ago