JOSS: https://github.com/NicolasHug/Surprise
factorization machine-learning matrix recommendation recommender svd systems
Score: 24.416360069589356
Last synced: about 21 hours ago
JSON representation
Repository metadata:
A Python scikit for building and analyzing recommender systems
- Host: GitHub
- URL: https://github.com/NicolasHug/Surprise
- Owner: NicolasHug
- License: bsd-3-clause
- Created: 2016-10-23T14:59:38.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2025-07-24T00:48:57.000Z (7 months ago)
- Last Synced: 2025-10-27T02:40:24.567Z (3 months ago)
- Topics: factorization, machine-learning, matrix, recommendation, recommender, svd, systems
- Language: Python
- Homepage: http://surpriselib.com
- Size: 6.36 MB
- Stars: 6,704
- Watchers: 137
- Forks: 1,045
- Open Issues: 94
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
Owner metadata:
- Name: Nicolas Hug
- Login: NicolasHug
- Email:
- Kind: user
- Description: ML engineer, Scikit-learn core-dev, working on PyTorch at Meta AI
- Website: http://nicolas-hug.com
- Location: London
- Twitter: hug_nicolas
- Company:
- Icon url: https://avatars.githubusercontent.com/u/1190450?u=c20b01c8240814fa1358eb1fb2c91e73bc02e546&v=4
- Repositories: 5
- Last Synced at: 2024-12-06T22:13:40.811Z
- Profile URL: https://github.com/NicolasHug
GitHub Events
Total
- Fork event: 40
- Issue comment event: 16
- Issues event: 7
- Pull request event: 4
- Push event: 1
- Watch event: 315
- Total: 383
Last Year
- Fork event: 37
- Issue comment event: 16
- Issues event: 7
- Pull request event: 4
- Push event: 1
- Watch event: 294
- Total: 359
Committers metadata
Last synced: 3 months ago
Total Commits: 620
Total Committers: 44
Avg Commits per committer: 14.091
Development Distribution Score (DDS): 0.097
Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0
| Name | Commits | |
|---|---|---|
| Nicolas Hug | n****g@g****m | 560 |
| Nicolas Hug | d****l@l****t | 4 |
| PF | t****l@g****m | 4 |
| Charles-Emmanuel | C****s@e****r | 3 |
| Hengji Liu | h****u@o****m | 3 |
| Maher Malaeb | m****b@g****m | 2 |
| Tim Gates | t****s@i****m | 2 |
| Sihyung-Park | t****h@k****r | 2 |
| Manoj K | 5****0 | 2 |
| Jannik | 6****s | 2 |
| TomatenMarc | m****r@h****e | 2 |
| z1mvader | z****r@p****m | 2 |
| Abhishek Bhatia | 3****3 | 1 |
| Aimee C. Chen ✌️ | l****h | 1 |
| Ashkan | a****i@g****m | 1 |
| David Stevens | 3****h | 1 |
| Dmitry | d****n@g****m | 1 |
| Doruk Kilitcioglu | d****c@g****m | 1 |
| Hercules Smith | 3****s | 1 |
| James McNeilis | j****1@d****k | 1 |
| Jay Wong | x****7@g****m | 1 |
| Jeff Hale | d****r | 1 |
| Jay Qi | j****i | 1 |
| verashira | v****a@g****m | 1 |
| skywhat | i****@s****m | 1 |
| nju-luke | n****b@g****m | 1 |
| lucas rebscher | L****r@w****e | 1 |
| lapidshay | 3****y | 1 |
| franckjay | f****y@g****m | 1 |
| caoyi | c****5@1****m | 1 |
| and 14 more... | ||
Issue and Pull Request metadata
Last synced: 4 months ago
Total issues: 87
Total pull requests: 52
Average time to close issues: 2 months
Average time to close pull requests: 5 months
Total issue authors: 84
Total pull request authors: 22
Average comments per issue: 3.13
Average comments per pull request: 0.73
Merged pull request: 28
Bot issues: 0
Bot pull requests: 0
Past year issues: 5
Past year pull requests: 7
Past year average time to close issues: 4 days
Past year average time to close pull requests: 1 minute
Past year issue authors: 5
Past year pull request authors: 5
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.71
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- sumit-mandal (2)
- SaschaAtOmina (2)
- bodymostafa123 (2)
- sukalyanM (1)
- dongwonmoon (1)
- DiegoCorrea (1)
- seanv507 (1)
- oanaale95 (1)
- soliverc (1)
- nitayalon (1)
- zhenglaizhang (1)
- mtilda (1)
- benhaf (1)
- abdollahpouri (1)
- BabulalS (1)
Top Pull Request Authors
- NicolasHug (25)
- miguelgfierro (2)
- harryw1 (2)
- SaschaAtOmina (2)
- abhi8893 (2)
- ProfHercules (2)
- rodrigc (2)
- morsoletodev (1)
- vcoscrato (1)
- Raphael-Dayan (1)
- ravicube (1)
- VesnaT (1)
- mihaiblidaru (1)
- timgates42 (1)
- ppecheux (1)
Top Issue Labels
- enhancement (1)
Top Pull Request Labels
Package metadata
- Total packages: 4
-
Total downloads:
- pypi: 132,896 last-month
- Total docker downloads: 918
- Total dependent packages: 5 (may contain duplicates)
- Total dependent repositories: 458 (may contain duplicates)
- Total versions: 48
- Total maintainers: 1
pypi.org: scikit-surprise
An easy-to-use library for recommender systems.
- Homepage:
- Documentation: https://scikit-surprise.readthedocs.io/
- Licenses: Copyright (c) 2016, Nicolas Hug All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
- Latest release: 1.1.4 (published over 1 year ago)
- Last Synced: 2025-10-30T03:58:58.577Z (3 months ago)
- Versions: 12
- Dependent Packages: 5
- Dependent Repositories: 453
- Downloads: 132,896 Last month
- Docker Downloads: 918
-
Rankings:
- Dependent repos count: 0.678%
- Downloads: 0.862%
- Average: 1.113%
- Dependent packages count: 1.267%
- Docker downloads count: 1.646%
- Maintainers (1)
proxy.golang.org: github.com/NicolasHug/Surprise
- Homepage:
- Documentation: https://pkg.go.dev/github.com/NicolasHug/Surprise#section-documentation
- Licenses: bsd-3-clause
- Latest release: v1.1.4 (published over 1 year ago)
- Last Synced: 2025-10-30T03:59:23.605Z (3 months ago)
- Versions: 14
- Dependent Packages: 0
- Dependent Repositories: 1
-
Rankings:
- Stargazers count: 0.869%
- Forks count: 0.882%
- Average: 4.018%
- Dependent repos count: 4.749%
- Dependent packages count: 9.572%
proxy.golang.org: github.com/nicolashug/surprise
- Homepage:
- Documentation: https://pkg.go.dev/github.com/nicolashug/surprise#section-documentation
- Licenses: bsd-3-clause
- Latest release: v1.1.4 (published over 1 year ago)
- Last Synced: 2025-10-30T03:58:55.910Z (3 months ago)
- Versions: 14
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 6.999%
- Average: 8.173%
- Dependent repos count: 9.346%
conda-forge.org: scikit-surprise
- Homepage: http://surpriselib.com
- Licenses: BSD-3-Clause
- Latest release: 1.1.3 (published over 3 years ago)
- Last Synced: 2025-10-30T03:59:14.942Z (3 months ago)
- Versions: 8
- Dependent Packages: 0
- Dependent Repositories: 4
-
Rankings:
- Stargazers count: 4.586%
- Forks count: 4.94%
- Dependent repos count: 16.144%
- Average: 19.315%
- Dependent packages count: 51.589%
Dependencies
- actions/checkout v3 composite
- actions/setup-python v3 composite
- actions/checkout v3 composite
- actions/setup-python v3 composite
- actions/upload-artifact v3 composite
- actions/checkout v3 composite
- actions/download-artifact v3 composite
- actions/setup-python v3 composite
- actions/upload-artifact v3 composite
- actions/checkout v3 composite
- actions/setup-python v3 composite
- line.strip *
- pandas *
- sphinx *
- sphinx_rtd_theme *
- sphinxcontrib-bibtex *
- sphinxcontrib-spelling *
- joblib >=1.2.0
- numpy >=1.19.5
- scipy >=1.6.0