MLJ
MLJ: A Julia package for composable machine learning - Published in JOSS (2020)
Science Score: 36.0%
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
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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✓Committers with academic emails
5 of 71 committers (7.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (9.6%) to scientific vocabulary
Keywords
classification
clustering
data-science
ensemble-learning
julia
machine-learning
pipeline
pipelines
predictive-modeling
regression
stacking
statistics
tuning
tuning-parameters
Keywords from Contributors
flux
the-human-brain
graphics
climate-change
scientific-reports
literate-programming
pde
julialang
unconstrained-optimization
unconstrained-optimisation
Scientific Fields
Engineering
Computer Science -
40% confidence
Last synced: 6 months ago
·
JSON representation
Repository
A Julia machine learning framework
Basic Info
- Host: GitHub
- Owner: JuliaAI
- License: other
- Language: Julia
- Default Branch: dev
- Homepage: https://juliaai.github.io/MLJ.jl/
- Size: 45.9 MB
Statistics
- Stars: 1,869
- Watchers: 44
- Forks: 157
- Open Issues: 92
- Releases: 84
Topics
classification
clustering
data-science
ensemble-learning
julia
machine-learning
pipeline
pipelines
predictive-modeling
regression
stacking
statistics
tuning
tuning-parameters
Created over 7 years ago
· Last pushed 6 months ago
Metadata Files
Readme
Contributing
Code of conduct
Governance
Roadmap
README.md
A Machine Learning Toolbox for Julia
MLJ (Machine Learning in Julia) is a toolbox written in Julia providing a common interface and meta-algorithms for selecting, tuning, evaluating, composing and comparing over 200 machine learning models written in Julia and other languages.
The MLJ.jl package is an umbrella package for components distributed in a number of other packages.
New to MLJ? Start here.
Documentation is here.
Integrating an existing machine learning model into the MLJ framework? Start here.
Owner
- Name: JuliaAI
- Login: JuliaAI
- Kind: organization
- Website: https://github.com/alan-turing-institute/MLJ.jl
- Repositories: 47
- Profile: https://github.com/JuliaAI
Home for repositories of the MLJ (Machine Learning in Julia) project
GitHub Events
Total
- Issues event: 22
- Watch event: 93
- Issue comment event: 37
- Push event: 39
- Pull request review event: 5
- Pull request event: 37
- Fork event: 7
- Create event: 10
Last Year
- Issues event: 22
- Watch event: 93
- Issue comment event: 37
- Push event: 39
- Pull request review event: 5
- Pull request event: 37
- Fork event: 7
- Create event: 10
Committers
Last synced: 7 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Anthony D. Blaom | a****m@g****m | 1,596 |
| Thibaut Lienart | t****t@m****m | 109 |
| Yiannis Simillides | y****4@u****k | 76 |
| J S | 4****p | 64 |
| Diego Arenas | d****c@g****m | 46 |
| Dilum Aluthge | d****m@a****m | 28 |
| abhro | 5****o | 28 |
| Okon Samuel | 3****l | 20 |
| vollmersj | s****4@w****k | 17 |
| Mosè Giordano | m****o@u****k | 15 |
| anthony | a****y@M****l | 12 |
| rikhuijzer | r****r@p****e | 11 |
| ayush-1506 | a****6@g****m | 8 |
| Unknown | b****o@g****m | 7 |
| ayush1999 | a****9@g****m | 7 |
| Julian P Samaroo | j****o@j****e | 6 |
| azev77 | a****7 | 6 |
| Jose Esparza | 2****o | 5 |
| Antonello Lobianco | s****s | 4 |
| LudovicoBessi | 2****o | 4 |
| swenkel | 3****l | 4 |
| David Muhr | m****d@g****m | 3 |
| Júlio Hoffimann | j****n@g****m | 3 |
| evalparse | z****i@g****m | 3 |
| github-actions[bot] | 4****] | 3 |
| CompatHelper Julia | c****y@j****g | 3 |
| Yiannis Simillides | y****s@M****k | 3 |
| xgdgsc | x****c@g****m | 2 |
| Antonín Kříž | 1****z | 2 |
| David Buchaca Prats | d****a@g****m | 2 |
| and 41 more... | ||
Committer Domains (Top 20 + Academic)
pm.me: 2
ucl.ac.uk: 2
posteo.eu: 1
club.fr: 1
evelinag.com: 1
posteo.de: 1
live.ru: 1
kt.no: 1
oleskiewi.cz: 1
snm.ku.dk: 1
mac-ati0317.corp.turing.ac.uk: 1
julialang.org: 1
jpsamaroo.me: 1
warwick.ac.uk: 1
aluthge.com: 1
me.com: 1
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 42
- Total pull requests: 77
- Average time to close issues: about 1 year
- Average time to close pull requests: 12 days
- Total issue authors: 16
- Total pull request authors: 9
- Average comments per issue: 5.81
- Average comments per pull request: 0.61
- Merged pull requests: 67
- Bot issues: 0
- Bot pull requests: 7
Past Year
- Issues: 15
- Pull requests: 39
- Average time to close issues: 10 days
- Average time to close pull requests: 6 days
- Issue authors: 8
- Pull request authors: 7
- Average comments per issue: 1.0
- Average comments per pull request: 0.15
- Merged pull requests: 30
- Bot issues: 0
- Bot pull requests: 5
Top Authors
Issue Authors
- ablaom (24)
- EssamWisam (3)
- tpoisot (2)
- schlichtanders (1)
- devmotion (1)
- SoumyaCYZ (1)
- Moelf (1)
- sylvaticus (1)
- LucasMatSP (1)
- Sinansi (1)
- nignatiadis (1)
- pebeto (1)
- mmikhasenko (1)
- KeishiS (1)
- JuliaTagBot (1)
Pull Request Authors
- ablaom (53)
- github-actions[bot] (6)
- abhro (5)
- pebeto (4)
- Yuan-Ru-Lin (2)
- besp-kt (2)
- era127 (2)
- DilumAluthge (2)
- dependabot[bot] (1)
Top Labels
Issue Labels
docs (10)
api (2)
enhancement (2)
design discussion (1)
doc correction (1)
good first issue (1)
bucket list (1)
MLJModels (1)
Pull Request Labels
dependencies (1)
github_actions (1)
breaking (1)
Packages
- Total packages: 1
-
Total downloads:
- julia 790 total
- Total dependent packages: 26
- Total dependent repositories: 0
- Total versions: 86
juliahub.com: MLJ
A Julia machine learning framework
- Homepage: https://juliaai.github.io/MLJ.jl/
- Documentation: https://docs.juliahub.com/General/MLJ/stable/
- License: MIT
-
Latest release: 0.20.9
published 8 months ago
Rankings
Stargazers count: 0.1%
Forks count: 0.4%
Average: 3.6%
Dependent packages count: 3.9%
Dependent repos count: 9.9%
Last synced:
6 months ago
Dependencies
.github/workflows/TagBot.yml
actions
- JuliaRegistries/TagBot v1 composite
.github/workflows/ci.yml
actions
- actions/cache v1 composite
- actions/checkout v2 composite
- codecov/codecov-action v1 composite
- julia-actions/julia-buildpkg v1 composite
- julia-actions/julia-processcoverage v1 composite
- julia-actions/julia-runtest v1 composite
- julia-actions/setup-julia v1 composite
.github/workflows/CompatHelper.yml
actions