Science Score: 26.0%
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
Found .zenodo.json file -
○DOI references
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○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 (5.2%) to scientific vocabulary
Keywords
Repository
Smart adaptive recommendations
Basic Info
Statistics
- Stars: 21
- Watchers: 1
- Forks: 5
- Open Issues: 0
- Releases: 1
Topics
Metadata Files
README.md
SAR: Smart Adaptive Recommendations
SAR is a practical, rating-free collaborative filtering algorithm for recommendations. It produces explainable results, and is usable on a wide range of problems.
This package provides the following:
An R interface to the Azure Product Recommendations service, a cloud implementation of SAR. It includes the ability to deploy the backend via the AzureRMR package, as well as a client frontend.
A standalone R implementation of SAR, for ease of experimentation and familiarisation. The core algorithm is written in C++ and makes use of multithreading and sparse matrices for speed and efficiency.
More information
Other SAR implementations:
- Python: Recommenders-Team/recommenders
- Spark: Microsoft/SynapseML
Owner
- Name: Hong Ooi
- Login: hongooi73
- Kind: user
- Location: Australia
- Repositories: 5
- Profile: https://github.com/hongooi73
GitHub Events
Total
- Watch event: 1
- Push event: 1
Last Year
- Watch event: 1
- Push event: 1
Committers
Last synced: 8 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| hong-revo | h****i@m****m | 57 |
| Jeremy Reynolds | j****s@m****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 1
- Total pull requests: 1
- Average time to close issues: 10 minutes
- Average time to close pull requests: 8 minutes
- Total issue authors: 1
- Total pull request authors: 1
- Average comments per issue: 0.0
- Average comments per pull request: 1.0
- 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
- jreynolds01 (1)
Pull Request Authors
- jreynolds01 (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- cran 263 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 4
- Total maintainers: 1
cran.r-project.org: SAR
Smart Adaptive Recommendations
- Homepage: https://github.com/hongooi73/SAR
- Documentation: http://cran.r-project.org/web/packages/SAR/SAR.pdf
- License: MIT + file LICENSE
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Latest release: 1.0.4
published 11 months ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.3 depends
- AzureRMR * imports
- AzureStor * imports
- Matrix * imports
- R6 * imports
- Rcpp >= 0.12 imports
- RcppParallel * imports
- dplyr >= 0.7 imports
- httr * imports
- jsonlite * imports
- parallel * imports
- testthat * suggests