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The Top 7 Superlearner Open Source Projects

Open source projects categorized as Superlearner
Categories > Superlearner
Machine Learning In R ⭐ 144
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
most recent commit 3 years ago
Handwritten_digit_recognition ⭐ 46
Handwritten digit recognition with MNIST & Keras
most recent commit 5 years ago
Superlearner Guide ⭐ 35
SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.
most recent commit 5 years ago
Ck37r ⭐ 15
R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.
total releases 2most recent commit a year ago
Lmtp Tutorial ⭐ 11
Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying complex exposures" (Hoffman et al., 2023)
most recent commit a year ago
Tmlecommunity ⭐ 5
Targeted Maximum Likelihood Estimation for Hierarchical Data
most recent commit 5 years ago
Predictive Modeling In R ⭐ 5
Workshop (2-6 hours): cleaning, missing value imputation, EDA, ensemble learning, calibration, variable importance ranking, accumulated local effect plots. WIP.
most recent commit 4 years ago
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