almost-matching-exactly / R-FLAMELinks
R Implementation of FLAME, DAME, and other algorithms in the AME framework
☆15Updated 2 years ago
Alternatives and similar repositories for R-FLAME
Users that are interested in R-FLAME are comparing it to the libraries listed below
Sorting:
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 4 years ago
- Machine learning explanations☆23Updated 2 weeks ago
- Visualizing Generalized Canonical Discriminant and Canonical Correlation Analysis☆16Updated 2 months ago
- Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).☆20Updated 2 months ago
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆31Updated 8 months ago
- SNE Simulation Dataset Functions☆12Updated 7 months ago
- R package: Manifold learning in R☆13Updated 5 years ago
- R package for missing-data imputation with deep learning☆34Updated 2 years ago
- Sparse matrix format with data on disk☆10Updated last year
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated last month
- 🎯🎓 Generalized Targeted Learning Framework☆41Updated 4 months ago
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆43Updated 3 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- R package for weighted model metrics☆11Updated 6 months ago
- R package for large-scale similarity/distance computation☆29Updated 2 months ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017☆19Updated 5 years ago
- Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model☆25Updated 4 years ago
- Explain black box with GLM☆23Updated 6 years ago
- ☆26Updated last year
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated last month
- CRAN R package: Impute missing values based on automated variable selection☆16Updated 4 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm☆27Updated last year
- Statistical Inference for Random Forests☆19Updated 6 years ago
- General Purpose Optimization in R using C++: provides a unified C++ wrapper to call functions of the algorithms underlying the optim() s…☆21Updated 3 weeks ago
- Fast computation of some matrices useful in statistics☆20Updated last week
- Flexible Mixed Integer Evolutionary Strategies☆16Updated 7 months ago
- Interpretability methods to analyze the behavior and individual predictions of modern neural networks in R.☆31Updated 7 months ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- an R package for the validation of community detection, it studies the robustness of a community detection algorithm and compares two alg…☆20Updated last month