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explainmill.jl

Explaining hierarchical models built in https://github.com/CTUAvastLab/Mill.jl

https://github.com/ctuavastlab/explainmill.jl

Science Score: 44.0%

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  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    Found .zenodo.json file
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    Scientific vocabulary similarity
    Low similarity (8.5%) to scientific vocabulary

Keywords

flux hierarchical-data json julia machine-learning multi-instance-learning

Keywords from Contributors

the-human-brain
Last synced: 6 months ago · JSON representation ·

Repository

Explaining hierarchical models built in https://github.com/CTUAvastLab/Mill.jl

Basic Info
Statistics
  • Stars: 0
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
flux hierarchical-data json julia machine-learning multi-instance-learning
Created over 2 years ago · Last pushed 11 months ago
Metadata Files
Readme License Citation

README.md

ExplainMill.jl logo ExplainMill.jl logo

License: CC BY-NC-SA 4.0 Docs Build Status codecov

Explaining hierarchical models built in Mill.jl.

Installation

Run the following in REPL:

julia ] add https://github.com/CTUAvastLab/ExplainMill.jl

and (optionally) add the following lines into Project.toml:

toml [sources] ExplainMill = { url = "https://github.com/CTUAvastLab/ExplainMill.jl", rev = "main" }

Julia v1.10 or later is required.

Getting Started

Citation

Citation (CITATION.bib) 

@misc{mandlik2021milljl,
      title={Mill.jl and JsonGrinder.jl: automated differentiable feature extraction for learning from raw JSON data},
      author={Simon Mandlik and Matej Racinsky and Viliam Lisy and Tomas Pevny},
      year={2021},
      eprint={2105.09107},
      archivePrefix={arXiv},
      primaryClass={stat.ML}
}

@software{mill2018,
  author = {Tomas Pevny and Simon Mandlik},
  title = {Mill.jl framework: a flexible library for (hierarchical) multi-instance learning},
  url = {https://github.com/CTUAvastLab/Mill.jl},
  version = {...},
}

GitHub Events

Total
  • Push event: 3
Last Year
  • Push event: 3

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 355
  • Total Committers: 8
  • Avg Commits per committer: 44.375
  • Development Distribution Score (DDS): 0.485
Past Year
  • Commits: 12
  • Committers: 1
  • Avg Commits per committer: 12.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Tomáš Pevný t****y@a****m 183
Šimon Mandlík s****k@a****m 61
Šimon Mandlík s****k@g****m 41
Matěj Račinský m****y@a****m 40
Pevnak p****k@g****m 21
svc-aivision-reg s****g@a****m 7
Karel Horák k****k@a****m 1
Jan Piskáček j****k@a****m 1
Committer Domains (Top 20 + Academic)
avast.com: 6

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 0
  • Total pull requests: 4
  • Average time to close issues: N/A
  • Average time to close pull requests: about 2 months
  • Total issue authors: 0
  • Total pull request authors: 2
  • Average comments per issue: 0
  • Average comments per pull request: 0.25
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 3
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
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Top Authors
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  • github-actions[bot] (4)
  • ondraveres (2)
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Dependencies

.github/workflows/CompatHelper.yml actions
  • julia-actions/setup-julia v1 composite
.github/workflows/TagBot.yml actions
  • JuliaRegistries/TagBot v1 composite
.github/workflows/ci.yml actions
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  • 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/docs.yml actions
  • actions/checkout v3 composite
  • julia-actions/setup-julia v1 composite