missCompare R package - intuitive missing data imputation framework
☆39Dec 2, 2020Updated 5 years ago
Alternatives and similar repositories for missCompare
Users that are interested in missCompare are comparing it to the libraries listed below
Sorting:
- ☆10Nov 30, 2022Updated 3 years ago
- CRAN R package: Impute missing values based on automated variable selection☆16Jul 21, 2021Updated 4 years ago
- Sorted L1 Penalized Estimation☆19Feb 9, 2026Updated 2 weeks ago
- R package for random forests model selection, inference, evaluation and validation☆28May 27, 2025Updated 9 months ago
- Filter-based feature selection for mlr3☆20Sep 12, 2025Updated 5 months ago
- R package for missing-data imputation with deep learning☆36Oct 21, 2023Updated 2 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- ☆28Mar 30, 2024Updated last year
- Automated machine learning in mlr3☆27Feb 20, 2022Updated 4 years ago
- Variable importance via oscillations☆14Sep 26, 2020Updated 5 years ago
- The Fundamental Clustering Problems Suite (FCPS) summaries 54 state-of-the-art clustering algorithms, common cluster challenges and estim…☆24May 29, 2023Updated 2 years ago
- Tools for Educators Writing Assignments in RMarkdown☆41Nov 14, 2023Updated 2 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 3 years ago
- Visualization and Imputation of Missing Values☆90Updated this week
- mlim: single and multiple imputation with automated machine learning☆32Updated this week
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- Fast multivariate imputation by random forests.☆71Apr 6, 2025Updated 10 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆81Jan 20, 2026Updated last month
- Sparkling Water for R☆13Sep 1, 2017Updated 8 years ago
- Machine learning explanations☆24Oct 13, 2025Updated 4 months ago
- Statistical Inference for Random Forests☆19Mar 11, 2019Updated 6 years ago
- Multi-Calibration & Multi-Accuracy Boosting for R☆33Jul 24, 2025Updated 7 months ago
- [DEPRECATED] An R package to pre-process bulk EKG data and detect the physiological peaks☆12Aug 22, 2016Updated 9 years ago
- Fast methods for multivariate normal distributions☆37Jun 26, 2023Updated 2 years ago
- 📊 R package for computing and visualizing fair ML metrics☆32Dec 13, 2025Updated 2 months ago
- Materials for the "Generalised Additive Models in R" workshop for Forecasting for Social Good.☆41Feb 21, 2024Updated 2 years ago
- Automatic Generation of Interactive Visualizations for Statistical Results☆92Jul 7, 2023Updated 2 years ago
- R interface to the Vowpal Wabbit☆23Feb 5, 2026Updated 3 weeks ago
- Concept Drift and Concept Shift Detection for Predictive Models☆19Sep 24, 2019Updated 6 years ago
- Black-box optimization framework for R.☆25Updated this week
- An updated version of eICU Benchmark with an updated problem definition on LoS and Decompensation tasks☆11Aug 12, 2021Updated 4 years ago
- This package is archived and further developed under the name RFSurrogates. In this R-package functions are provided to select important …☆11Jul 27, 2023Updated 2 years ago
- Composable Preprocessing Operators for MLR☆37Jun 17, 2025Updated 8 months ago
- This repository contain a dataset describing the urgency of admission among COVID-19 patients, intended for use in a predictive modeling …☆10Mar 16, 2020Updated 5 years ago
- Functions for optimal matching in R☆50Jan 22, 2026Updated last month
- tidy processing of biological sequences in R☆44Jan 8, 2025Updated last year
- Evaluation of Methods for dealing with Missing data in Machine Learning algorithms☆23Dec 22, 2020Updated 5 years ago
- R package for machine learning technique to fit flexible, interpretable functional forms for continuous and binary outcomes.☆23Aug 24, 2020Updated 5 years ago
- Perform inference on algorithm-agnostic variable importance☆24Sep 25, 2025Updated 5 months ago