Science Score: 10.0%
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
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○Academic publication links
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✓Committers with academic emails
4 of 6 committers (66.7%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.6%) to scientific vocabulary
Keywords
Repository
Experimental R interface for ReservoirPy
Basic Info
Statistics
- Stars: 6
- Watchers: 4
- Forks: 2
- Open Issues: 1
- Releases: 0
Topics
Metadata Files
README.md
reservoiR
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reservoirnet is an R package designed to call the python module reservoirpy through reticulate.
The reservoirpy module implements reservoir computing, a machine learning method based on a set of randomly connected neurons where only the last layer is trained. This method allows fast training with good performance compared to usual neural networks.
In order to install the package run the following :
devtools::install_github(repo = "reservoirpy/reservoirR")
Owner
- Name: ReservoirPy
- Login: reservoirpy
- Kind: organization
- Location: France
- Website: https://reservoirpy.readthedocs.io/en/latest/index.html
- Repositories: 5
- Profile: https://github.com/reservoirpy
Simple and flexible code for Reservoir Computing architectures like Echo State Networks (ESN).
GitHub Events
Total
- Watch event: 1
- Push event: 2
- Fork event: 1
- Create event: 1
Last Year
- Watch event: 1
- Push event: 2
- Fork event: 1
- Create event: 1
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Thomas | t****e@u****r | 49 |
| kalidouBA | k****s@g****m | 45 |
| borishejblum | b****m@u****r | 23 |
| nTrouvain | n****n@i****r | 3 |
| FERTE Thomas | t****1@d****l | 3 |
| neuronalX | x****t@i****r | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 1
- Total pull requests: 9
- Average time to close issues: N/A
- Average time to close pull requests: about 7 hours
- Total issue authors: 1
- Total pull request authors: 2
- Average comments per issue: 0.0
- Average comments per pull request: 0.33
- Merged pull requests: 5
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 1
- Pull requests: 1
- Average time to close issues: N/A
- Average time to close pull requests: 17 minutes
- Issue authors: 1
- 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
Top Authors
Issue Authors
- thomasferte (1)
Pull Request Authors
- thomasferte (6)
- kalidouBA (3)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- cran 241 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
- Total maintainers: 1
cran.r-project.org: reservoirnet
Reservoir Computing and Echo State Networks
- Homepage: https://github.com/reservoirpy/reservoirR
- Documentation: http://cran.r-project.org/web/packages/reservoirnet/reservoirnet.pdf
- License: GPL (≥ 3)
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Latest release: 0.3.0
published 9 months ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.6 depends
- reticulate * imports
- testthat >= 3.0.0 imports
- covr * suggests
- dplyr * suggests
- ggplot2 * suggests
- kableExtra * suggests
- knitr * suggests
- rmarkdown * suggests
- tibble * suggests
- tidyr * suggests
- actions/checkout v3 composite
- actions/setup-python v4 composite
- conda-incubator/setup-miniconda v2 composite
- r-lib/actions/check-r-package v2 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-r-dependencies v2 composite