Enhanced multimodal fMRI brain encoding toolkit built on Meta's TRIBE v2. Features streaming inference, brain-alignment benchmarking, cognitive load scoring, and more.
active 2026-03-30 → 2026-05-09 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 41 days from 2026-03-30 to 2026-05-09. Pushes: 28 total, peak 9 in a day. Pull requests: 13 total, peak 4 in a day. Issues: 9 total, peak 4 in a day. Comments: 9 total, peak 2 in a day. Stars: 6 total, peak 1 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 |
|---|---|---|---|---|
| siddhant-rajhans | 45 | 28 | 10 | 1 |
| github-actions[bot] | 4 | 0 | 0 | 1 |
| snakefood3232 | 3 | 0 | 0 | 3 |
| HanaB14 | 2 | 0 | 1 | 1 |
| Yoshita-Dwivedi | 2 | 0 | 0 | 2 |
| Xuan4781 | 1 | 0 | 0 | 1 |
| mangodxd | 1 | 0 | 1 | 0 |
| prasanna-0806 | 1 | 0 | 1 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#35siddhant-rajhans2026-05-09 22:27Build a HuggingFace Spaces leaderboard for brain alignment scores
- Pull request#73siddhant-rajhans2026-05-09 22:21
- Issue#10siddhant-rajhans2026-05-09 22:18Add pytest coverage reporting and badge
- Pull request#72siddhant-rajhans2026-05-09 22:14
- Pull request#70siddhant-rajhans2026-05-09 21:35
- Issue comment#24Xuan47812026-05-03 00:39Add pre-commit hooks for automated lint and format checks
- Pull request#68mangodxd2026-05-02 02:09
- Issue#65siddhant-rajhans2026-05-01 23:25Fix broken doctest in BrainAlignmentBenchmark class docstring
- Issue#65siddhant-rajhans2026-05-01 23:25Fix broken doctest in BrainAlignmentBenchmark class docstring
- Issue#65siddhant-rajhans2026-05-01 23:25Fix broken doctest in BrainAlignmentBenchmark class docstring
- Pull request#64siddhant-rajhans2026-05-01 23:24
- Issue comment#61snakefood32322026-05-01 01:46Clean up F841 unused-local warnings in viz/
- Issue#23siddhant-rajhans2026-05-01 01:01Fix E741 lint errors in get_topk_rois (ambiguous variable 'l')
- Issue comment#53Yoshita-Dwivedi2026-04-28 04:43Update x_transformers to address autocast deprecation warnings
- Issue#31github-actions[bot]2026-04-26 09:08Deprecation warnings from x_transformers: update to torch.amp.autocast
- Issue#37github-actions[bot]2026-04-26 08:43Add docstring examples to all analysis modules
- Issue comment#37Yoshita-Dwivedi2026-04-26 08:43Add docstring examples to all analysis modules
- Pull request#42siddhant-rajhans2026-04-22 05:51
- Issue#35github-actions[bot]2026-04-22 04:52Build a HuggingFace Spaces leaderboard for brain alignment scores
- Issue comment#35github-actions[bot]2026-04-22 04:52Build a HuggingFace Spaces leaderboard for brain alignment scores
- Pull request#39siddhant-rajhans2026-04-22 04:52
- Pull request#39siddhant-rajhans2026-04-22 04:18
- Issue comment#27snakefood32322026-04-20 23:48Add SHAP-based modality attribution as complement to ablation
- Issue comment#35snakefood32322026-04-20 23:47Build a HuggingFace Spaces leaderboard for brain alignment scores
- Pull request#20siddhant-rajhans2026-04-02 16:32
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 6 stars here means stars gained during the window, not the repo's star count.