SuperLearner
Ensemble library
An R package implementing an automatic prediction model ensembling method with support for various algorithms and customization options.
Current version of the SuperLearner R package
272 stars
18 watching
72 forks
Language: R
last commit: over 2 years agoLinked from 3 awesome lists
josephmisiti/awesome-machine-learning
qinwf/awesome-r
jobbole/awesome-machine-learning-cnRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ikki407/stacking | A Python library implementing Stacked Generalization (Ensemble Learning) for combining multiple machine learning models to improve prediction accuracy. | 222 |
 reiinakano/xcessiv | A tool to automate the creation and optimization of stacked machine learning ensembles. | 1,268 |
 ryanbressler/cloudforest | A high-performance ensemble learning framework for decision trees in Go. | 740 |
 ron1818/phd_code | A collection of source code and supporting materials for a PhD study on ensemble learning methods and machine learning algorithms. | 45 |
 danielsdeleo/decider | A flexible and extensible machine learning library for Ruby | 385 |
 mshukor/evalign-icl | Evaluating and improving large multimodal models through in-context learning | 21 |
 zhiningliu1998/imbalanced-ensemble | A library that enables quick and efficient ensemble learning on imbalanced datasets through various over-/under-sampling methods and algorithms | 340 |
 halostatue/diff-lcs | A Ruby library for generating differences between sequences using the McIlroy-Hunt LCS algorithm | 289 |
 flennerhag/mlens | A Python library for building and training ensemble machine learning models | 849 |
 benedekrozemberczki/shapley | An open-source Python library for evaluating and explaining the contribution of individual classifiers in machine learning ensembles. | 219 |
 eleurent/rl-agents | A collection of implementations of Reinforcement Learning and planning algorithms in Python. | 596 |
 alexgutteridge/rsruby | A Ruby bridge to the R statistical programming environment | 332 |
 riatelab/statsbreaks | A JavaScript package to discretize quantitative datasets into thematic categories. | 22 |
 gjaldon/ecto_enum | An Elixir library to support enums in Ecto models | 562 |
 alchemyplatform/rundler | An ERC-4337 bundler implementation designed to power high-performance and reliable cloud deployments on EVM chains | 294 |