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Harvard Medical School, Mass General Hospital
- Boston, MA
- https://ck37.com
- @c3K
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treeshap Public
Forked from ModelOriented/treeshapCompute SHAP values for your tree-based models using the TreeSHAP algorithm
R GNU General Public License v3.0 UpdatedJul 25, 2024 -
ck37r Public
R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.
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mlr3summary Public
Forked from mlr-org/mlr3summaryR GNU Lesser General Public License v3.0 UpdatedJun 24, 2024 -
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clinsent Public
Estimate sentiment in clinical notes via keywords or deep learning models
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mlr3viz Public
Forked from mlr-org/mlr3vizVisualizations for mlr3
R GNU Lesser General Public License v3.0 UpdatedAug 24, 2023 -
varimpact Public
Variable importance through targeted causal inference, with Alan Hubbard
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mlr3extralearners Public
Forked from mlr-org/mlr3extralearnersExtra learners for use in mlr3.
R UpdatedMar 20, 2023 -
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Machine-Learning-in-R Public
Forked from dlab-berkeley/Machine-Learning-in-RWorkshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
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featurerank Public
Ensemble feature ranking for SuperLearner variable selection
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coral-ordinal Public
Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)
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tuneRanger Public
Forked from PhilippPro/tuneRangerAutomatic tuning of random forests
R UpdatedFeb 25, 2022 -
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darwin-py Public
Forked from v7labs/darwin-pyLibrary and commandline tool for managing datasets on darwin.v7labs.com
Python MIT License UpdatedDec 20, 2021 -
Phase2.1SeverityAugRPackage Public
Forked from covidclinical/Phase2.1SeverityAugRPackageR UpdatedOct 5, 2021 -
Phase2.1DataRPackage Public
Forked from covidclinical/Phase2.1DataRPackageR Apache License 2.0 UpdatedSep 24, 2021 -
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Phase2.1DockerAnalysis Public
Forked from covidclinical/Phase2.1DockerAnalysisDockerfile Other UpdatedMay 20, 2021 -
tlmixture Public
Data-adaptive creation of exposure (treatment) mixtures using targeted learning
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embarcadero Public
Forked from cjcarlson/embarcaderoπ²π BART species distribution models π π²
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causalquantile Public
Forked from idiazst/causalquantileR package for estimating quantile treatment effects
R UpdatedJan 16, 2021 -
Predictive-Modeling-in-R Public
Workshop (2-6 hours): cleaning, missing value imputation, EDA, ensemble learning, calibration, variable importance ranking, accumulated local effect plots. WIP.
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iml Public
Forked from giuseppec/imliml: interpretable machine learning R package
R Other UpdatedJun 9, 2020 -
sl3 Public
Forked from tlverse/sl3πͺπ€ Modern Super Learning using Pipelines
R GNU General Public License v3.0 UpdatedFeb 24, 2020 -
SuperLearner Public
Forked from ecpolley/SuperLearnerSuperLearner R package: prediction model ensembling method
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hpc-savio-xsede Public
Multicore and multi-node parallel R computation via SLURM on the Savio cluster at UC Berkeley, plus XSEDE
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superlearner-guide Public
SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.
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Analyzing Jigsaw's toxic comments Kaggle challenge using fastai pytorch