Gigantic Graph Learning (GiGL) Framework: Large-scale training and inference for Graph Neural Networks
active 2025-04-25 → 2026-08-11 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 474 days from 2025-04-25 to 2026-08-11. Pushes: 2,145 total, peak 52 in a day. Pull requests: 465 total, peak 15 in a day. Issues: 12 total, peak 2 in a day. Comments: 2,670 total, peak 79 in a day. Stars: 35 total, peak 2 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 |
|---|---|---|---|---|
| kmontemayor2-sc | 1.8K | 512 | 188 | 851 |
| mkolodner-sc | 1.4K | 580 | 82 | 418 |
| svij-sc | 1.3K | 332 | 91 | 490 |
| github-actions[bot] | 705 | 216 | 10 | 479 |
| yliu2-sc | 288 | 65 | 16 | 81 |
| github-merge-queue[bot] | 198 | 198 | 0 | 0 |
| nshah-sc | 161 | 26 | 13 | 69 |
| swong3-sc | 103 | 37 | 3 | 47 |
| xgao4-sc | 70 | 5 | 5 | 34 |
| zfan3-sc | 43 | 3 | 3 | 20 |
| jchmura-sc | 29 | 25 | 0 | 3 |
| semgrep-code-snapchat[bot] | 16 | 0 | 0 | 9 |
| nshah171 | 11 | 0 | 3 | 2 |
| zhao-tong | 6 | 1 | 2 | 2 |
| shubhamvij | 2 | 0 | 1 | 1 |
| mfg5169 | 1 | 0 | 0 | 1 |
| amosbarsinai | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Pull request#744kmontemayor2-sc2026-08-07 17:58
- Issue comment#691jchmura-sc2026-07-08 21:32Testing uvloop
- Pull request#679kmontemayor2-sc2026-06-25 01:47
- Pull request#665kmontemayor2-sc2026-06-11 23:54
- Issue comment#668github-actions[bot]2026-06-11 22:32Run integration Vertex AI tests against a freshly-built source image
- Issue comment#668github-actions[bot]2026-06-11 22:32Run integration Vertex AI tests against a freshly-built source image
- Issue comment#663github-actions[bot]2026-06-10 01:45Enable `initialize_gigl_runtime` in all components
- Pull request#666kmontemayor2-sc2026-06-02 23:38
- Pull request#658kmontemayor2-sc2026-06-01 23:03
- Pull request#643svij-sc2026-05-18 19:51
- Issue comment#635github-actions[bot]2026-05-15 06:09Enabled Weighted Sampling
- Issue comment#638kmontemayor2-sc2026-05-13 18:26Make ParseDict call sites compatible with types-protobuf v7 stubs
- Issue comment#638github-actions[bot]2026-05-13 16:17Make ParseDict call sites compatible with types-protobuf v7 stubs
- Issue comment#630github-actions[bot]2026-05-11 22:57Update URI join semantics
- Issue comment#633github-actions[bot]2026-05-11 21:57Add `gigl.utils.tensorboard_writer.TensorBoardWriter`
- Pull request#632kmontemayor2-sc2026-05-11 21:48
- Issue comment#630github-actions[bot]2026-05-11 21:21Update URI join semantics
- Issue comment#630github-actions[bot]2026-05-11 21:21Update URI join semantics
- Issue comment#630github-actions[bot]2026-05-09 04:05Update URI join semantics
- Issue comment#630github-actions[bot]2026-05-09 04:05Update URI join semantics
- Issue comment#630github-actions[bot]2026-05-09 04:05Update URI join semantics
- Issue comment#630jchmura-sc2026-05-09 04:05Update URI join semantics
- Issue comment#630github-actions[bot]2026-05-07 23:15Update URI join semantics
- Issue comment#628github-actions[bot]2026-05-06 23:09Dispatch CustomResourceConfig through the v2 GLT trainer + inferencer
- Issue comment#627github-actions[bot]2026-05-06 23:08Validate CustomResourceConfig shape + GLT-backend compatibility
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 35 stars here means stars gained during the window, not the repo's star count.