Thermodynamic Hypergraphical Model Library in JAX
active 2025-10-29 → 2026-07-09 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 254 days from 2025-10-29 to 2026-07-09. Pushes: 21 total, peak 5 in a day. Pull requests: 8 total, peak 2 in a day. Issues: 8 total, peak 2 in a day. Comments: 28 total, peak 4 in a day. Stars: 429 total, peak 103 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| lockwo | 34 | 18 | 1 | 12 |
| extropic-oss | 10 | 2 | 1 | 4 |
| visvig | 8 | 0 | 0 | 4 |
| AnthonE | 3 | 0 | 1 | 2 |
| Th0rgal | 3 | 0 | 0 | 1 |
| Sohailm25 | 3 | 0 | 2 | 1 |
| sugolov | 2 | 0 | 0 | 1 |
| sukrucildirr | 2 | 0 | 1 | 1 |
| dtunai | 1 | 0 | 0 | 1 |
| krishjp | 1 | 0 | 0 | 0 |
| xenn0010 | 1 | 0 | 1 | 0 |
| ran-weii | 1 | 0 | 0 | 0 |
| drabanus | 1 | 0 | 0 | 0 |
| asmit203 | 1 | 0 | 0 | 0 |
| Space1415 | 1 | 0 | 0 | 1 |
| notesbymuneeb | 1 | 0 | 0 | 0 |
| sethmorton | 1 | 1 | 0 | 0 |
| NinoRisteski | 1 | 0 | 0 | 0 |
| saltzberg | 1 | 0 | 1 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#42asmit2032026-05-03 06:52[General Query] Is there any plan to release the code in CPP
- Issue comment#40lockwo2026-04-04 05:20feat: ThermoTorch — The 'CUDA' Bridge for Extropic TSUs & Probabilistic Graph Execution
- Issue comment#35AnthonE2026-02-22 19:41Add Pe calibration example: fitting THRML to empirical drift data
- Issue comment#32AnthonE2026-02-22 19:41Add EBM parameter fitting example (addresses #29)
- Pull request#34AnthonE2026-02-22 03:12
- Issue#29ran-weii2025-11-17 00:56Expose functions for training arbitrary EBMs
- Issue comment#11lockwo2025-11-15 17:48Fix MomentAccumulatorObserver dtype handling for mixed node types
- Issue comment#25lockwo2025-11-10 20:06Add full 9x9 Sudoku solver with visualization and annealing metrics
- Issue comment#24lockwo2025-11-09 06:30THRML Max-Cut on Apple M2: results and question on expected TSU hardware speedup
- Issue#24Th0rgal2025-11-08 20:31THRML Max-Cut on Apple M2: results and question on expected TSU hardware speedup
- Issue#13Th0rgal2025-11-07 11:53A few questions about how it works
- Issue comment#13Th0rgal2025-11-07 11:53A few questions about how it works
- Issue comment#23lockwo2025-11-05 22:51Add Restricted Boltzmann Machine (RBM) implementation
- Pull request#23xenn00102025-11-05 21:36
- Issue comment#19lockwo2025-11-05 20:34Numpy < 2 recommended
- Pull request#22lockwo2025-11-05 20:25
- Issue#19drabanus2025-11-05 15:02Numpy < 2 recommended
- Issue comment#11Sohailm252025-11-03 18:23Fix MomentAccumulatorObserver dtype handling for mixed node types
- Pull request#17saltzberg2025-11-03 13:29
- Issue#16notesbymuneeb2025-11-03 06:48`hinton_init` initialization issues with constraint penalties
- Issue comment#15lockwo2025-11-03 02:09docs: update image path
- Issue comment#16lockwo2025-11-03 02:07`hinton_init` initialization issues with constraint penalties
- Issue comment#15sukrucildirr2025-11-02 13:50docs: update image path
- Issue comment#1lockwo2025-10-31 06:20Update installation instructions to use uv instead of pip
- Issue comment#6extropic-oss2025-10-30 21:24docs: Add uv installation & tests instructions to README
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 429 stars here means stars gained during the window, not the repo's star count.