EpistasisLab / digenLinks
Diverse and generative ML benchmarks
☆17Updated 2 years ago
Alternatives and similar repositories for digen
Users that are interested in digen are comparing it to the libraries listed below
Sorting:
- Causal Structure Learning and Network Analysis with Structural Equation Modeling.☆25Updated 4 months ago
- Methods for subgroup identification / personalized medicine / individualized treatment rules☆32Updated 2 years ago
- Multi-Calibration & Multi-Accuracy Boosting for R☆32Updated 9 months ago
- Repository for the familiar R-package. Familiar implements an end-to-end pipeline for interpretable machine learning of tabular data.☆30Updated 3 weeks ago
- Tofu is a Python tool for generating synthetic UK Biobank data.☆60Updated last year
- Nested cross-validation for accurate confidence intervals for prediction error.☆41Updated 3 years ago
- Numerical experiments for nested cross-validation paper☆12Updated 3 years ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Updated 9 months ago
- Perform inference on algorithm-agnostic variable importance☆24Updated 5 months ago
- Cyclops (Cyclic coordinate descent for logistic, Poisson and survival analysis) is an R package for performing large scale regularized re…☆41Updated 2 weeks ago
- A toolbox for sparse contrastive principal component analysis☆12Updated 5 months ago
- R package to plot decision curves☆28Updated 6 years ago
- Testing if UMAP/tSNE overfit their intrinsic dimensionality☆15Updated last year
- A collection of signal detection methods used in the field of pharmacovigilance☆28Updated 5 months ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- tests for statistical significance of clustering☆38Updated 6 years ago
- Precision Based Sample Size Calculation☆18Updated 8 months ago
- Stability Selection with Error Control☆26Updated 4 years ago
- Dimension Reduction and Estimation Methods☆54Updated 2 years ago
- Survival Support Vector Analysis☆16Updated 3 months ago
- This network estimation procedure combines l1-regularized logistic regression with model selection based on the Extended Bayesian Informa…☆10Updated last year
- easyROC: an interactive web-tool for ROC analysis☆16Updated 7 months ago
- A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.☆106Updated 9 years ago
- Multiple Imputation for Informative Censoring☆14Updated 8 years ago
- An R package for performing empirical calibration of observational study estimates☆10Updated 5 months ago
- ☆29Updated 4 years ago
- Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R☆63Updated this week
- Linear Mixed Effect Regression for Clinical Scientists☆19Updated last year
- The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple trea…☆11Updated 2 years ago
- Bootstrap Elastic net regression from Time Series is a vector-autoregressive approach to causal inference from gene expression time serie …☆20Updated 2 years ago