Science Score: 13.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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✓DOI references
Found 3 DOI reference(s) in README -
○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.0%) to scientific vocabulary
Repository
R package of generic neural network tools
Basic Info
- Host: GitHub
- Owner: fawda123
- License: cc0-1.0
- Language: R
- Default Branch: master
- Homepage: https://fawda123.github.io/NeuralNetTools/
- Size: 8.34 MB
Statistics
- Stars: 72
- Watchers: 11
- Forks: 20
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
README
This is the development repository for the NeuralNetTools package. Functions within this package can be used for the interpretation of neural network models created in R, including functions to plot a neural network interpretation diagram, evaluation of variable importance, and a sensitivity analysis of input variables.
The current release can be installed from CRAN:
```r
install NeuralNetTools
install.packages('NeuralNetTools') ```
The development version of this package can be installed from r-universe:
```r
enable repos
options(repos = c( tbeptech = 'https://fawda123.r-universe.dev', CRAN = 'https://cloud.r-project.org'))
install NeuralNetTools
install.packages('NeuralNetTools') ```
See the website for additional information.
Citation
Please cite this package as follows:
Beck MW (2018). "NeuralNetTools: Visualization and Analysis Tools for Neural Networks." Journal of Statistical Software, 85(11), pp. 1-20. doi: 10.18637/jss.v085.i11 (URL: http://doi.org/10.18637/jss.v085.i11).
Issues and suggestions
Please report any issues and suggestions on the issues link for the repository.
A guide to posting issues can be found here.
Contributing
Please view our contributing guidelines for any changes or pull requests.
License
This package is released in the public domain under the creative commons license CC0.
Owner
- Name: Marcus W Beck
- Login: fawda123
- Kind: user
- Location: Saint Petersburg, Florida
- Company: TBEP
- Website: http://beckmw.wordpress.com/
- Repositories: 179
- Profile: https://github.com/fawda123
Scientist with the Tampa Bay Estuary Program
GitHub Events
Total
- Watch event: 1
Last Year
- Watch event: 1
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| fawda123 | m****2@g****m | 133 |
| Jeff Hollister | j****r@g****m | 2 |
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 23
- Total pull requests: 1
- Average time to close issues: about 2 months
- Average time to close pull requests: about 21 hours
- Total issue authors: 15
- Total pull request authors: 1
- Average comments per issue: 2.13
- Average comments per pull request: 0.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- fawda123 (6)
- vnijs (2)
- amaraabara (2)
- taunometsalu (2)
- ilagith (1)
- hermandr (1)
- matteodefelice (1)
- ykl7 (1)
- basaldella (1)
- hongooi73 (1)
- mngreene (1)
- AndreasFischer (1)
- bquast (1)
- nba2020 (1)
- TommyJones (1)
Pull Request Authors
- jhollist (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- cran 3,044 last-month
- Total docker downloads: 43,820
- Total dependent packages: 8
- Total dependent repositories: 11
- Total versions: 8
- Total maintainers: 1
cran.r-project.org: NeuralNetTools
Visualization and Analysis Tools for Neural Networks
- Documentation: http://cran.r-project.org/web/packages/NeuralNetTools/NeuralNetTools.pdf
- License: CC0
-
Latest release: 1.5.3
published over 4 years ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.1.1 depends
- ggplot2 >= 2.0.0 imports
- nnet * imports
- reshape2 * imports
- scales * imports
- tidyr * imports
- RSNNS * suggests
- caret * suggests
- knitr * suggests
- neuralnet * suggests
- rmarkdown * suggests