🌌 The R easystats-project
💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
📜 🎉 Automated reporting of objects in R
🔮 Easy access to model information for various model objects
CAVAanalytics is a comprehensive framework for climate data analysis, offering streamlined access to data, advanced processing and visualization capabilities. It is designed to support a wide range of climate research and user needs
📒 The MLOps stack component for experiment tracking (R interface)
An R package for finding higher order interactions, and best subsets for statistical regression models.
An updated version of the DDRP platform (from v2) that uses newer R packages ("terra" and "sf"). The objective of the Degree-Day, establishment Risk, and Pest event mapping system (DDRP) is to predict phenology and climate suitability of invasive, biocontrol, and IPM species for the conterminous United States.
An R-toolkit for model evaluation, model comparison and hyperparameter tuning based on cross-validation
R package for creating simulated integral/matrix population models. Developed as part of my PhD
Build and Tune Several Models
Machine Learning Base Model Implementation and Notes
OptimClassifier — Create the Best Train for Classification Models
UP: Universal Prediction distribution for surrogate models
Analysis of the vertical stratification of epiphytes in the Atlantic Forest of Ilha Grande, Brazil
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