https://github.com/mitrefireline/simharness
An open-source Reinforcement Learning (RL) harness written in Python to work with SimFire for training agents to fight wildfires on real data.
https://github.com/mitrefireline/simharness
Keywords
python reinforcement-learning simulation wildfire
Keywords from Contributors
reinforcement-learning-environments simulator
Last synced: about 1 year ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
An open-source Reinforcement Learning (RL) harness written in Python to work with SimFire for training agents to fight wildfires on real data.
- Host: GitHub
- URL: https://github.com/mitrefireline/simharness
- Owner: mitrefireline
- License: apache-2.0
- Created: 2023-12-08T19:13:31.000Z (over 1 year ago)
- Default Branch: dev
- Last Pushed: 2024-05-15T18:33:09.000Z (about 1 year ago)
- Last Synced: 2024-06-02T13:05:31.444Z (about 1 year ago)
- Topics: python, reinforcement-learning, simulation, wildfire
- Language: Python
- Homepage: https://fireline.mitre.org
- Size: 4.11 MB
- Stars: 9
- Watchers: 2
- Forks: 1
- Open Issues: 2
- Releases: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata
- Name: MITRE fiReLine
- Login: mitrefireline
- Email: [email protected]
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/116850943?v=4
- Repositories: 1
- Last ynced at: 2023-04-28T05:43:31.254Z
- Profile URL: https://github.com/mitrefireline
GitHub Events
Total
- Issues event: 9
- Watch event: 8
- Delete event: 2
- Issue comment event: 10
- Push event: 26
- Pull request event: 2
- Fork event: 1
- Create event: 7
Last Year
- Create event: 7
- Delete event: 2
- Fork event: 1
- Issue comment event: 10
- Issues event: 9
- Pull request event: 2
- Push event: 26
- Watch event: 8
Committers metadata
Last synced: about 1 year ago
Total Commits: 377
Total Committers: 6
Avg Commits per committer: 62.833
Development Distribution Score (DDS): 0.321
Commits in past year: 148
Committers in past year: 6
Avg Commits per committer in past year: 24.667
Development Distribution Score (DDS) in past year: 0.365
| Name | Commits | |
|---|---|---|
| Aidan Fennelly | a****y@m****g | 256 |
| Alex Tapley | a****y@m****g | 46 |
| Michael Threet | m****t@m****g | 43 |
| dgandikota | d****a@m****g | 13 |
| Michael Doyle | m****e@m****g | 11 |
| William Macke | w****e@m****g | 8 |
Committer domains:
- mitre.org: 6
Issue and Pull Request metadata
Last synced: over 1 year ago
Total issues: 2
Total pull requests: 0
Average time to close issues: 10 days
Average time to close pull requests: N/A
Total issue authors: 2
Total pull request authors: 0
Average comments per issue: 2.0
Average comments per pull request: 0
Merged pull request: 0
Bot issues: 0
Bot pull requests: 0
Past year issues: 2
Past year pull requests: 0
Past year average time to close issues: 10 days
Past year average time to close pull requests: N/A
Past year issue authors: 2
Past year pull request authors: 0
Past year average comments per issue: 2.0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- atapley (1)
- dbailleul (1)
Top Pull Request Authors
Top Issue Labels
- bug (2)
- documentation (1)
Top Pull Request Labels
Dependencies
- JamesIves/github-pages-deploy-action v4 composite
- actions/checkout v1 composite
- 179 dependencies
- aim ^3.17.5
- gymnasium 0.26.3
- hydra-core ^1.3.2
- python ~3.9
- ray 2.6.2
- simfire ^1.5.5
- torch ^2.1.1
- aim ==3.17.5
- gputil ==1.4.0
- gymnasium ==0.26.3
- hydra-core ==1.3.2
- memray ==1.7.0
- protobuf ==3.20.3
- py-spy ==0.3.14
- simfire ==1.5.5
- tensorboardX ==2.6
- tensorflow-probability ==0.19.0
- torch ==1.13.0
- torchvision ==0.14.0
Score: 4.189654742026425