https://github.com/hackingmaterials/automatminer
An automatic engine for predicting materials properties.
https://github.com/hackingmaterials/automatminer
Keywords
machine-learning material-properties pipeline prediction
Keywords from Contributors
materials-science mobility seebeck thermoelectric chemistry condensed-matter physics
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
An automatic engine for predicting materials properties.
- Host: GitHub
- URL: https://github.com/hackingmaterials/automatminer
- Owner: hackingmaterials
- License: other
- Created: 2018-05-10T18:27:08.000Z (almost 7 years ago)
- Default Branch: main
- Last Pushed: 2023-11-12T10:09:39.000Z (over 1 year ago)
- Last Synced: 2024-06-06T23:23:27.238Z (11 months ago)
- Topics: machine-learning, material-properties, pipeline, prediction
- Language: Python
- Homepage:
- Size: 50.7 MB
- Stars: 134
- Watchers: 12
- Forks: 48
- Open Issues: 51
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
Owner metadata
- Name: Hacking Materials Research Group
- Login: hackingmaterials
- Email:
- Kind: organization
- Description:
- Website: https://hackingmaterials.lbl.gov
- Location: Lawrence Berkeley National Lab, CA
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/14116185?v=4
- Repositories: 22
- Last ynced at: 2024-03-26T02:38:02.574Z
- Profile URL: https://github.com/hackingmaterials
GitHub Events
Total
- Create event: 128
- Release event: 23
- Issues event: 221
- Watch event: 132
- Delete event: 89
- Member event: 2
- Issue comment event: 372
- Push event: 298
- Pull request review comment event: 36
- Pull request event: 278
- Fork event: 53
Last Year
- Fork event: 7
- Issues event: 1
- Pull request event: 1
- Watch event: 21
Committers metadata
Last synced: about 1 year ago
Total Commits: 1,467
Total Committers: 12
Avg Commits per committer: 122.25
Development Distribution Score (DDS): 0.365
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 | |
|---|---|---|
| ardunn | a****n@l****v | 931 |
| Alireza | a****a@g****m | 293 |
| Qi Wang | w****1@g****m | 128 |
| Alex Ganose | a****e@g****m | 38 |
| Abhinav Ashar | a****2@g****m | 29 |
| Daniel Dopp | d****p@l****v | 20 |
| janosh | j****l@g****m | 15 |
| Alireza | a****a@w****u | 7 |
| Samy Cherfaoui | s****i@b****u | 2 |
| Sterling Baird | 4****d | 2 |
| Alireza Faghaninia | a****a@n****0 | 1 |
| Anubhav Jain | a****r@g****m | 1 |
Committer domains:
- lbl.gov: 2
- n0003.scs00: 1
- berkeley.edu: 1
- wustl.edu: 1
Issue and Pull Request metadata
Last synced: 11 months ago
Total issues: 16
Total pull requests: 85
Average time to close issues: 10 months
Average time to close pull requests: about 2 months
Total issue authors: 8
Total pull request authors: 7
Average comments per issue: 1.63
Average comments per pull request: 0.85
Merged pull request: 2
Bot issues: 0
Bot pull requests: 79
Past year issues: 0
Past year pull requests: 1
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 0
Past year pull request authors: 1
Past year average comments per issue: 0
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- ardunn (8)
- janosh (2)
- CompRhys (1)
- giotre (1)
- krkaufma (1)
- Lamed-git (1)
- mm04926412 (1)
- sugarandgugu (1)
Top Pull Request Authors
- dependabot-preview[bot] (78)
- sgbaird (2)
- hrushikesh-s (1)
- ardunn (1)
- janosh (1)
- dependabot[bot] (1)
- andim53 (1)
Top Issue Labels
- patch (4)
- enhancement (4)
- v1.1 (3)
- major enhancement (2)
- v2.0 (2)
- major bug (2)
- bug (1)
Top Pull Request Labels
- dependencies (79)
- security (1)
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 153 last-month
- Total dependent packages: 0
- Total dependent repositories: 7
- Total versions: 8
- Total maintainers: 2
pypi.org: automatminer
automated machine learning for materials science
- Homepage: https://github.com/hackingmaterials/automatminer
- Documentation: https://automatminer.readthedocs.io/
- Licenses: modified BSD
- Latest release: 1.0.3.20200727 (published almost 5 years ago)
- Last Synced: 2024-06-06T23:22:19.418Z (11 months ago)
- Versions: 8
- Dependent Packages: 0
- Dependent Repositories: 7
- Downloads: 153 Last month
-
Rankings:
- Dependent repos count: 5.536%
- Forks count: 6.046%
- Stargazers count: 6.323%
- Average: 8.876%
- Dependent packages count: 10.126%
- Downloads: 16.348%
- Maintainers (2)
Dependencies
- matminer ==0.6.2
- pymatgen ==2020.01.28
- pyyaml ==5.1.2
- scikit-learn ==0.22.2
- skrebate ==0.6
- tpot ==0.11.0
- FireWorks ==1.8.7 development
- GitPython ==2.1.11 development
- black ==19.3b0 development
- flake8 ==3.7.8 development
- isort ==4.3.21 development
- paramiko ==2.6.0 development
- pre-commit ==1.18.3 development
- scp ==0.13.2 development
- dash ==1.4.1
- pandas *
Score: 12.792858810098709