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Minibatch loading for on-disk anndata files, co-developed by lamin and scverse

active 2025-10-072026-08-07 (UTC)

Partial coverage13,585 / 16,222 hourly files (84%) · 2 absent upstream · 2,631 failed, retryable2024-10-042026-08-11 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
706
Pushes
253
Pull requests
61
Issues
24
Stars
5
Forks
0

Activity over time

Daily event counts in the loaded window

Line chart, 305 days from 2025-10-07 to 2026-08-07. Pushes: 253 total, peak 15 in a day. Pull requests: 61 total, peak 6 in a day. Issues: 24 total, peak 3 in a day. Comments: 184 total, peak 15 in a day. Stars: 5 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

ContributorContributionsPushesPRsComments
ilan-gold3641934085
selmanozleyen890742
felix00977846319
codecov[bot]180018
Zethson14914
github-actions[bot]8080
giovp7007
flying-sheep5103
pre-commit-ci[bot]5410
pearu3003
review-notebook-app[bot]2002
moinfar1000
falexwolf1001
andrewni43131000
scverse-bot1010

Recent activity

Latest issues, pull requests and releases

  • Issue comment#250selmanozleyen2026-08-07 15:33
    chore: sampler serialization tests
  • Pull request#206ilan-gold2026-05-07 00:23
  • Pull request#203ilan-gold2026-04-28 08:48
  • Pull request#201github-actions[bot]2026-04-24 15:16
  • Pull request#201ilan-gold2026-04-24 12:43
  • Pull request#195selmanozleyen2026-04-19 18:55
  • Issue#193selmanozleyen2026-04-16 21:12
    Validate categorical consistency across all obs columns when building or extending DatasetCollection
  • Pull request#190ilan-gold2026-04-15 11:37
  • Pull request#186selmanozleyen2026-04-07 13:33
  • Issue comment#185codecov[bot]2026-04-06 18:03
    [pre-commit.ci] pre-commit autoupdate
  • Issue#178selmanozleyen2026-04-02 13:08
    Improve `Sampler` Parameter Documentation
  • Issue#184selmanozleyen2026-04-02 13:08
    Per categorical shuffling per dataset
  • Issue#184selmanozleyen2026-04-02 13:08
    Per categorical shuffling per dataset
  • Issue comment#181codecov[bot]2026-03-26 11:12
    fix: cleaner compat for `torch<=2.11`
  • Pull request#180github-actions[bot]2026-03-26 10:26
  • Pull request#180github-actions[bot]2026-03-26 10:17
  • Issue comment#177selmanozleyen2026-03-25 23:12
    Move `abc.Sampler` to `samplers`
  • Issue comment#174codecov[bot]2026-03-25 15:28
    fix: remove `TypeAliasType` from `nitpick_ignore`
  • Pull request#174ilan-gold2026-03-25 15:24
  • Pull request#174ilan-gold2026-03-25 15:24
  • Issue comment#172selmanozleyen2026-03-25 15:22
    The case for no replacement and num_samples>effective_n_obs to match torch
  • Pull request#170ilan-gold2026-03-25 08:33
  • Issue comment#168pearu2026-03-24 16:40
    fix: dont check sparse matrix invariants
  • Issue comment#168pearu2026-03-24 14:31
    fix: dont check sparse matrix invariants
  • Pull request#157ilan-gold2026-03-06 14:26

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 5 stars here means stars gained during the window, not the repo's star count.