topepo / FESLinks
Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson
☆748Updated 2 years ago
Alternatives and similar repositories for FES
Users that are interested in FES are comparing it to the libraries listed below
Sorting:
- iml: interpretable machine learning R package☆501Updated 10 months ago
- Local Interpretable Model-Agnostic Explanations (R port of original Python package)☆490Updated last month
- An R package that makes xgboost models fully interpretable☆258Updated 7 years ago
- Time series analysis in the `tidyverse`☆634Updated 4 months ago
- DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanatio…☆690Updated 2 years ago
- Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course☆268Updated 8 years ago
- Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)☆197Updated 8 years ago
- 📍 Interactive Studio for Explanatory Model Analysis☆332Updated 2 years ago
- Tidy anomaly detection☆339Updated 2 years ago
- Tidy time series forecasting☆578Updated this week
- Automate Data Exploration and Treatment☆538Updated 5 months ago
- Scorecard Development in R, 评分卡☆169Updated 5 months ago
- Feature Extraction And Statistics for Time Series☆307Updated 4 months ago
- Statistical Inference via Data Science: A ModernDive into R and the Tidyverse☆799Updated 3 weeks ago
- Explanatory Model Analysis. Explore, Explain and Examine Predictive Models☆197Updated last year
- A central repository of Business Science presentations☆169Updated 5 years ago
- useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html☆400Updated 7 years ago
- ggplot2 tech themes, scales, and geoms☆396Updated 6 years ago
- Regression and other stories R examples☆350Updated 8 months ago
- R Interface to Keras☆857Updated 3 weeks ago
- Slides for a forecasting course based on "Forecasting: Principles and Practice"☆172Updated last year
- Modeltime unlocks time series forecast models and machine learning in one framework☆571Updated last month
- Materials for rstudio::conf☆747Updated 2 months ago
- Introduction to Empirical Bayes: Examples from Baseball Statistics☆196Updated 5 years ago
- Materials for GWU DNSC 6279 and DNSC 6290.☆240Updated 7 months ago
- Machine Learning in R☆1,677Updated 4 months ago
- Bayesian Data Analysis demos for R☆589Updated 4 months ago
- Tools for time series analysis and forecasting☆428Updated last year
- A community-sourced data science repo.☆548Updated 4 years ago
- Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.☆235Updated 3 years ago