madupite: A High-Performance Distributed Solver for Large-Scale Markov Decision Processes
madupite: A High-Performance Distributed Solver for Large-Scale Markov Decision Processes - Published in JOSS (2025)
https://github.com/madupite/madupite
Keywords
cpp dynamic-programming ethz high-performance-computing markov-decision-processes mdp mdpsolver mpi nanobind optimal-control optimization petsc policy-iteration python python3 solver stochastic-optimal-control stochastic-optimization
Last synced: 2 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
a High-Performance Distributed Solver for Large-Scale Markov Decision Processes (MDP) relying on Inexact Policy Iteration; for Python and C++
- Host: GitHub
- URL: https://github.com/madupite/madupite
- Owner: madupite
- License: mit
- Created: 2024-08-22T21:25:07.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-04-07T10:00:38.000Z (9 months ago)
- Last Synced: 2025-10-17T20:11:29.182Z (2 months ago)
- Topics: cpp, dynamic-programming, ethz, high-performance-computing, markov-decision-processes, mdp, mdpsolver, mpi, nanobind, optimal-control, optimization, petsc, policy-iteration, python, python3, solver, stochastic-optimal-control, stochastic-optimization
- Language: C++
- Homepage: https://madupite.github.io/
- Size: 36.5 MB
- Stars: 26
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 0
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Citation: CITATION.cff
Owner metadata
- Name: madupite
- Login: madupite
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/179175157?v=4
- Repositories: 1
- Last ynced at: 2024-08-28T20:14:38.591Z
- Profile URL: https://github.com/madupite
GitHub Events
Total
- Release event: 1
- Watch event: 6
- Issue comment event: 1
- Push event: 12
- Pull request event: 3
- Pull request review comment event: 1
- Pull request review event: 2
- Fork event: 2
- Create event: 2
Last Year
- Release event: 1
- Watch event: 6
- Issue comment event: 1
- Push event: 12
- Pull request event: 3
- Pull request review comment event: 1
- Pull request review event: 2
- Fork event: 2
- Create event: 2
Committers metadata
Last synced: 2 months ago
Total Commits: 503
Total Committers: 8
Avg Commits per committer: 62.875
Development Distribution Score (DDS): 0.431
Commits in past year: 16
Committers in past year: 5
Avg Commits per committer in past year: 3.2
Development Distribution Score (DDS) in past year: 0.313
| Name | Commits | |
|---|---|---|
| Robin Sieber | r****2@h****m | 286 |
| Philip Pawlowsky | p****y@g****m | 90 |
| Vaclav Hapla | v****a@e****h | 70 |
| gmatilde | g****e@i****h | 42 |
| gmatilde | g****e@e****h | 6 |
| Matilde Gargiani | m****i@g****m | 4 |
| Philip Pawlowsky | p****y@e****h | 4 |
| Daniel S. Katz | d****z@i****g | 1 |
Committer domains:
- ethz.ch: 2
- ieee.org: 1
- itet-ifa-601.ethz.ch: 1
- erdw.ethz.ch: 1
Issue and Pull Request metadata
Last synced: 4 months ago
Total issues: 0
Total pull requests: 8
Average time to close issues: N/A
Average time to close pull requests: 3 days
Total issue authors: 0
Total pull request authors: 3
Average comments per issue: 0
Average comments per pull request: 0.13
Merged pull request: 8
Bot issues: 0
Bot pull requests: 0
Past year issues: 0
Past year pull requests: 8
Past year average time to close issues: N/A
Past year average time to close pull requests: 3 days
Past year issue authors: 0
Past year pull request authors: 3
Past year average comments per issue: 0
Past year average comments per pull request: 0.13
Past year merged pull request: 8
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
Top Pull Request Authors
- rjs02 (3)
- philippawlowsky (3)
- danielskatz (2)
Top Issue Labels
Top Pull Request Labels
Dependencies
- JamesIves/github-pages-deploy-action v4 composite
- actions/checkout v2 composite
- conda-incubator/setup-miniconda v2 composite
- cmake
- gcc_linux-64 13.2.0.*
- gxx_linux-64 13.2.0.*
- make
- matplotlib
- mpich 4.2.1.*
- nanobind
- numba
- numpy
- petsc >=3.21.0,<3.22.0
- pip
- pkgconfig
- pre-commit
- pydata-sphinx-theme
- pytest
- python
- scipy
- sphinx
- sphinxcontrib-video
- sysroot_linux-64 2.28.*
Score: 5.337538079701318