impact
ML has an impact on the climate. But not all models are born equal. Compute your model's emissions with our calculator and add the results to your paper with our generated latex template
Science Score: 23.0%
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
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○DOI references
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✓Academic publication links
Links to: arxiv.org -
○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 (11.1%) to scientific vocabulary
Repository
ML has an impact on the climate. But not all models are born equal. Compute your model's emissions with our calculator and add the results to your paper with our generated latex template
Basic Info
- Host: GitHub
- Owner: mlco2
- License: mit
- Language: HTML
- Default Branch: master
- Homepage: https://mlco2.github.io/impact
- Size: 12.7 MB
Statistics
- Stars: 239
- Watchers: 6
- Forks: 41
- Open Issues: 10
- Releases: 0
Metadata Files
README.md
This repository is passively maintained: issues will be addressed -- especially if they come with a suggested solution -- but there is no active updates to the data or code. Contributions are welcome.
Machine Learning's CO2 Impact
Checkout the online GPU emissions calculator!
By A. Lacoste, A. Luccioni, V. Schmidt
Read our paper on Quantifying Carbon Emissions of Machine Learning (NeurIPS 2019, Climate Change AI Workshop)
Use our generated latex template which automatically includes the Calculator's output for you to easily report your procedure's CO2 eq. emissions
Contributing
Setup
- Install
yarn: Node's package manager - Install
gulp: a build tool - Install dependencies: from the root of this repo
$ yarn install - Run the local server:
$ gulp watch - Edit files! Gulp will watch for changes, build the differences and reload the browser
Content
html files are split by section in the html/ folder, and then built into the index.html file.
After editing content, if gulp watch was running, you're good ; otherwise, run gulp build to apply your changes.
Data
Anything to say or add? See data/
Acknowledgements
Special thanks to
- https://sharingbuttons.io/
- prism.js
- https://unsplash.com/
Owner
- Name: CodeCarbon
- Login: mlco2
- Kind: organization
- Website: https://codecarbon.io
- Repositories: 7
- Profile: https://github.com/mlco2
GitHub Events
Total
- Issues event: 3
- Watch event: 36
- Issue comment event: 8
- Push event: 4
- Pull request review event: 2
- Pull request event: 10
- Fork event: 7
Last Year
- Issues event: 3
- Watch event: 36
- Issue comment event: 8
- Push event: 4
- Pull request review event: 2
- Pull request event: 10
- Fork event: 7
Committers
Last synced: 11 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| vict0rsch | v****h@p****e | 71 |
| Jahne Doe | my@e****g | 36 |
| Victor Schmidt | 9****h@u****m | 13 |
| Sasha | l****s@m****c | 7 |
| dependabot[bot] | 4****]@u****m | 3 |
| Alexander Tornede | 4****e@u****m | 2 |
| Julien Chaumond | j****n@h****o | 2 |
| Marco Cristofanilli | m****c@u****m | 2 |
| Aidan Pine | h****o@a****a | 1 |
| KrishnaGarg | k****g@g****m | 1 |
| Manuel de Prada | 6****a@u****m | 1 |
| Markos | m****s@g****i | 1 |
| Mike Smith | m****h@g****m | 1 |
| Paul Johannes Aru | p****u@g****m | 1 |
| Rixinsc | 3****c@u****m | 1 |
| Sebastian Gibb | m****l@s****e | 1 |
| Shivangi Das | s****s@u****m | 1 |
| StanMey | s****8@h****m | 1 |
| Steven van de Graaf | 8****f@u****m | 1 |
| sashavor | a****a@g****m | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 18
- Total pull requests: 39
- Average time to close issues: 10 months
- Average time to close pull requests: 2 months
- Total issue authors: 16
- Total pull request authors: 20
- Average comments per issue: 1.11
- Average comments per pull request: 0.56
- Merged pull requests: 25
- Bot issues: 0
- Bot pull requests: 13
Past Year
- Issues: 1
- Pull requests: 5
- Average time to close issues: N/A
- Average time to close pull requests: 4 days
- Issue authors: 1
- Pull request authors: 5
- Average comments per issue: 0.0
- Average comments per pull request: 0.2
- Merged pull requests: 3
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- vict0rsch (3)
- yaoyiran (1)
- kgarg8 (1)
- jannik-el (1)
- alexandertornede (1)
- paulpall (1)
- rachvis (1)
- jeremysintes (1)
- brayevalerien (1)
- Akronix (1)
- remyleone (1)
- enemni (1)
- eTalent-LMI (1)
- stalin18 (1)
- gabrielhuang (1)
Pull Request Authors
- dependabot[bot] (13)
- vict0rsch (5)
- m4oc (4)
- julien-c (2)
- markos-aivazoglou (2)
- StanMey (2)
- IamLRBA (2)
- rixinsc (2)
- paulpall (2)
- kgarg8 (2)
- roedoejet (1)
- lbourdois (1)
- shivangidas (1)
- alexandertornede (1)
- Smith42 (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- @babel/core ^7.5.4 development
- @babel/preset-env ^7.5.4 development
- babel ^6.23.0 development
- babel-core ^6.26.3 development
- babel-preset-es2015 ^6.24.1 development
- browser-sync ^2.27.10 development
- del 4.1.1 development
- gulp ^4.0.2 development
- gulp-autoprefixer 6.1.0 development
- gulp-babel ^8.0.0 development
- gulp-clean-css 4.2.0 development
- gulp-concat ^2.6.1 development
- gulp-header 2.0.7 development
- gulp-plumber ^1.2.1 development
- gulp-rename 1.4.0 development
- gulp-sass 5.1.0 development
- gulp-uglify 3.0.2 development
- lodash.template >=4.5.0 development
- merge-stream 2.0.0 development
- sass ^1.56.1 development
- @fortawesome/fontawesome-free 5.9.0
- bootstrap 4.3.1
- jquery 3.4.1
- jquery.easing ^1.4.1
- lodash.template >=4.5.0
- popper.js ^1.15.0