tmle3mopttx
🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention (by tlverse)
mlr3learners
Recommended learners for mlr3 (by mlr-org)
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| tmle3mopttx | mlr3learners | |
|---|---|---|
| 1 | 1 | |
| 10 | 87 | |
| - | - | |
| 0.0 | 7.5 | |
| over 1 year ago | 11 days ago | |
| R | R | |
| GNU General Public License v3.0 only | GNU Lesser General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tmle3mopttx
Posts with mentions or reviews of tmle3mopttx.
We have used some of these posts to build our list of alternatives
and similar projects.
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[D] Is there a such thing as "Prespective Statistical Models"?
This package and the references therein allows for nonparametric estimation and inference for the optimal dynamic treatment: https://github.com/tlverse/tmle3mopttx.
mlr3learners
Posts with mentions or reviews of mlr3learners.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing tmle3mopttx and mlr3learners you can also consider the following projects:
lmtp - :package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
causalglm - Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
ParBayesianOptimization - Parallelizable Bayesian Optimization in R
RubixML - A high-level machine learning and deep learning library for the PHP language.
vip - Variable Importance Plots (VIPs)
miceRanger - miceRanger: Fast Imputation with Random Forests in R
textfeatures - 👷♂️ A simple package for extracting useful features from character objects 👷♀️
vswift - Tools created for machine learning model evaluation
tweetbotornot2 - 🔍🐦🤖 Detect Twitter Bots!
tmle3mopttx vs lmtp
mlr3learners vs causalglm
tmle3mopttx vs ParBayesianOptimization
mlr3learners vs RubixML
tmle3mopttx vs vip
mlr3learners vs miceRanger
tmle3mopttx vs textfeatures
mlr3learners vs ParBayesianOptimization
tmle3mopttx vs causalglm
mlr3learners vs vip
mlr3learners vs vswift
mlr3learners vs tweetbotornot2