https://github.com/cct-datascience/targets-demo
Demo of the {targets} R package for workflow managment
Science Score: 13.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
-
○DOI references
-
○Academic publication links
-
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (4.3%) to scientific vocabulary
Last synced: 9 months ago
·
JSON representation
Repository
Demo of the {targets} R package for workflow managment
Basic Info
- Host: GitHub
- Owner: cct-datascience
- Language: R
- Default Branch: main
- Size: 828 KB
Statistics
- Stars: 1
- Watchers: 4
- Forks: 0
- Open Issues: 1
- Releases: 11
Created almost 4 years ago
· Last pushed over 1 year ago
Metadata Files
Readme
README.md
targets-demo
This repo is intended as a minimal demo of using the targets R
package for workflow management
using data from the palmerpenguins package.
Instructions
- Explore the files in
data/andR/ - Explore the workflow definition in
_targets.R - Load the
targetspackage withlibrary(targets) - View the dependency graph with
tar_visnetwork() - Run the workflow with
tar_make()and then view the dependency graph again - In
R/fit_models.R, change the response variable fromflipper_length_mmtobill_length_mmand runtar_visnetwork()again - Run
tar_make()and notice which steps are skipped
Check out the manual for instructions on how to run the pipeline.
See also: an exercise in refactoring "ordinary" analysis code into a targets pipeline
Owner
- Name: CCT Data Science
- Login: cct-datascience
- Kind: organization
- Email: cct-datascience@arizona.edu
- Location: United States of America
- Website: datascience.cals.arizona.edu
- Twitter: cct_datascience
- Repositories: 29
- Profile: https://github.com/cct-datascience
GitHub Events
Total
- Create event: 4
- Release event: 4
- Issues event: 1
- Watch event: 1
- Delete event: 1
- Issue comment event: 1
- Push event: 8
- Pull request event: 2
Last Year
- Create event: 4
- Release event: 4
- Issues event: 1
- Watch event: 1
- Delete event: 1
- Issue comment event: 1
- Push event: 8
- Pull request event: 2
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 1
- Total pull requests: 1
- Average time to close issues: over 1 year
- Average time to close pull requests: less than a minute
- Total issue authors: 1
- Total pull request authors: 1
- Average comments per issue: 0.0
- Average comments per pull request: 0.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: less than a minute
- Issue authors: 0
- Pull request authors: 1
- Average comments per issue: 0
- Average comments per pull request: 0.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- Aariq (1)
Pull Request Authors
- Aariq (1)