MTSWebServices/RecTools
RecTools - library to build Recommendation Systems easier and faster than ever before
Is MTSWebServices/RecTools beginner-friendly?
We have not seen enough recent pull requests from outside contributors to MTSWebServices/RecTools to say how often they are merged. No beginner-friendly issue is open right now; the list below has the other issues we hold for it.
- Stars
- 457
- Forks
- 55
- Open beginner issues
- 0
- Indexed issues
- 35
- Dominant language
- Python
- License
- Apache-2.0
- Last GitHub push
- Jun 13, 2026
- Latest indexed
- Oct 10, 2026
- Contributing guide
- Contributing guide
- Code of conduct
- Code of conduct
- Beginner labels
- good first issue
- PR merge metrics
- No merged PRs in 30d
How to contribute to MTSWebServices/RecTools
- Read the contributing guide first: it says how the maintainers want changes proposed, tested and reviewed.
- Read its code of conduct: it covers issues and pull requests as well as chat.
- Your contributions will be published under the project's Apache-2.0 license.
- Follow the repository to hear when a new beginner-friendly issue opens, or look through the other issues below.
Issues somebody may already be working on are listed last. List everything by date
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good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 78/100
MTSWebServices/RecTools#330 ·
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bug good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 35/100
MTSWebServices/RecTools#269 · 4 comments ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
MTSWebServices/RecTools#249 ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
MTSWebServices/RecTools#243 ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
MTSWebServices/RecTools#242 ·
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enhancement
Difficulty 4/5 3-5 days Newbie friendliness 35/100
MTSWebServices/RecTools#241 ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
MTSWebServices/RecTools#240 · 2 comments ·
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Two-stage modelOpen
Difficulty 5/5 Over a week Newbie friendliness 25/100
MTSWebServices/RecTools#171 ·
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bug
Difficulty 3/5 1-2 days Newbie friendliness 35/100
MTSWebServices/RecTools#164 · 1 comment ·
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enhancement
Difficulty 3/5 1-2 days Newbie friendliness 45/100
MTSWebServices/RecTools#161 ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
MTSWebServices/RecTools#160 ·
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enhancement
Difficulty 3/5 1-2 days Newbie friendliness 38/100
MTSWebServices/RecTools#159 ·
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enhancement
Difficulty 3/5 1-2 days Newbie friendliness 25/100
MTSWebServices/RecTools#156 ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 20/100
MTSWebServices/RecTools#136 ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 25/100
MTSWebServices/RecTools#135 ·
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Links in examples "Table of Content" do not workMay be free again @feldlime claimed this 908 days ago, and no pull request is open. Openbug
MTSWebServices/RecTools#131 · 1 assignee ·
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enhancement
Difficulty 4/5 3-5 days Newbie friendliness 35/100
MTSWebServices/RecTools#111 ·
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Add all models tutorial links to docstringsMay be free again @Saloni0512 claimed this 959 days ago, and no pull request is open. Opendocumentation good first issue
Difficulty 4/5 3-5 days Newbie friendliness 35/100
MTSWebServices/RecTools#110 · 10 comments ·
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SLIM modelOpenenhancement
Difficulty 5/5 Over a week Newbie friendliness 20/100
MTSWebServices/RecTools#103 ·
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documentation enhancement good first issue
Difficulty 3/5 1-2 days Newbie friendliness 45/100
MTSWebServices/RecTools#101 ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 20/100
MTSWebServices/RecTools#99 ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 18/100
MTSWebServices/RecTools#97 ·
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RecallGain metricOpenenhancement
Difficulty 5/5 Over a week Newbie friendliness 35/100
MTSWebServices/RecTools#96 ·
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enhancement
Difficulty 4/5 3-5 days Newbie friendliness 28/100
MTSWebServices/RecTools#92 ·
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enhancement good first issue
Difficulty 4/5 3-5 days Newbie friendliness 38/100
MTSWebServices/RecTools#90 · 1 comment ·
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documentation enhancement
Difficulty 2/5 1-3 hours Newbie friendliness 48/100
MTSWebServices/RecTools#88 ·
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enhancement
Difficulty 5/5 Over a week Newbie friendliness 24/100
MTSWebServices/RecTools#86 ·
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Difficulty 3/5 1-2 days Newbie friendliness 42/100
MTSWebServices/RecTools#42 · 1 comment ·
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bug
Difficulty 2/5 1-3 hours Newbie friendliness 48/100
MTSWebServices/RecTools#30 ·
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enhancement
Difficulty 4/5 3-5 days Newbie friendliness 30/100
MTSWebServices/RecTools#28 · 1 comment · 1 reaction ·
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bug
Difficulty 4/5 3-5 days Newbie friendliness 25/100
MTSWebServices/RecTools#15 · 2 comments ·
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Is it not possible to `load` transformer model on cpu onlyPossibly taken @maxteneff claimed this 22 days ago. Openbug good first issue
Difficulty 3/5 1-2 days Newbie friendliness 35/100
MTSWebServices/RecTools#286 · 3 comments ·
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Argument to compute timing in `cross-validate`Possibly taken @alekseykalyagin claimed this 696 days ago. Openenhancement good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 20/100
MTSWebServices/RecTools#138 ·
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implicit BPR-MF wrapper modelPossibly taken A pull request linked to this issue is open or already merged. Openenhancement
Difficulty 4/5 3-5 days Newbie friendliness 15/100
MTSWebServices/RecTools#132 · 3 comments ·
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Add missing `Columns.Model` in `reco` processing to `VisualApp`Possibly taken @Adiutant claimed this 687 days ago. Openenhancement good first issue
Difficulty 2/5 1-3 hours Newbie friendliness 20/100
MTSWebServices/RecTools#118 ·