https://github.com/aloy/face-grant2025
Repository for the Faculty Career Enhancement (FaCE) grant for Teaching Statistical Learning: An Active Learning Approach Using R and Tidymodels award by the Associated Colleges of the Midwest. The project is joint work between Adam Loy (Carleton College) and Jaime Davila (St. Olaf College).
Science Score: 26.0%
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○CITATION.cff file
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✓.zenodo.json file
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○Scientific vocabulary similarity
Low similarity (7.4%) to scientific vocabulary
Last synced: 10 months ago
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Repository
Repository for the Faculty Career Enhancement (FaCE) grant for Teaching Statistical Learning: An Active Learning Approach Using R and Tidymodels award by the Associated Colleges of the Midwest. The project is joint work between Adam Loy (Carleton College) and Jaime Davila (St. Olaf College).
Basic Info
- Host: GitHub
- Owner: aloy
- Language: HTML
- Default Branch: main
- Size: 909 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Created about 1 year ago
· Last pushed 12 months ago
Metadata Files
Readme
README.Rmd
---
title: "Statistical Learning with R and {tidymodels}"
author: "Jaime Davila and Adam Loy"
output: github_document
---
```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```
# Material list
This folder contains the products generated for our FaCE grant project.
## uscots_materials
This folder includes the activity files and data sets for the USCOTS 2025 workshop on statistical learning with R and {tidymodels}.
| File Name | Description |
|-----------|-------------|
| `1_knn_prediction.Rmd` | Activity for KNN regression/prediction |
| `2_knn_classification.Rmd` | Activity for KNN classification |
| `3_knn_tune_1.Rmd` | Activity for parameter tuning via cross-validation |
| `4_knn_tune_2.Rmd` | Activity for grid search |
| `policy_data.csv` | Data set used in the first activity, `1_knn_prediction.Rmd` |
| `scoot_data.csv` | Data set used in all other activities |
Owner
- Name: adam loy
- Login: aloy
- Kind: user
- Company: Carleton College
- Website: https://aloy.rbind.io/
- Repositories: 17
- Profile: https://github.com/aloy
GitHub Events
Total
- Push event: 5
- Create event: 2
Last Year
- Push event: 5
- Create event: 2