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SEACells algorithm for Inference of transcriptional and epigenomic cellular states from single-cell genomics data

active 2023-08-182026-06-14 (UTC)

Partial coverage20,526 / 26,282 hourly files (78%) · 2 absent upstream · 5,753 failed, retryable2023-08-152026-08-14 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
90
Pushes
21
Pull requests
3
Issues
11
Stars
44
Forks
5

Activity over time

Daily event counts in the loaded window

Line chart, 1032 days from 2023-08-18 to 2026-06-14. Pushes: 21 total, peak 6 in a day. Pull requests: 3 total, peak 1 in a day. Issues: 11 total, peak 2 in a day. Comments: 6 total, peak 2 in a day. Stars: 44 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

ContributorContributionsPushesPRsComments
apumaparna202000
shiqi-yang3001
liziyu-0003002
arhowe002020
li-xuyang282001
ChangSuBiostats2001
xai9901001
chenc3271000
Huangy571010
NPTL12011000
josephineyates1000
LiuCanidk1000
sitarapersad1100
Aya-Balbaa1000
Branking241000

Recent activity

Latest issues, pull requests and releases

  • Issue comment#57xai9902025-07-11 20:47
    Aggregation of expression data ends up in matrix filled with NaN's
  • Issue#78Branking242025-04-18 21:15
    SEACells Has no Attribute 'genescores'
  • Issue#72li-xuyang282024-09-29 22:59
    Error fitting model on Jupyter lab via HPC cluster
  • Issue comment#70li-xuyang282024-09-29 20:31
    How to run SEACells efficiently on large-scale dataset
  • Issue#71LiuCanidk2024-09-01 15:37
    Error when model.construct_kernel_matrix: can SEACells be applied in python command line, not just in Jupyter?
  • Pull request#68Huangy572024-06-28 21:47
  • Issue#60Aya-Balbaa2024-04-05 04:48
    maxFragmentLength=147
  • Issue#58liziyu-0002024-03-28 03:16
    No speed increase was observed when use_gpu=True
  • Issue comment#41liziyu-0002024-02-24 13:15
    Issue with model.initialize_archetypes()
  • Issue comment#41liziyu-0002024-02-24 12:32
    Issue with model.initialize_archetypes()
  • Issue#56NPTL12012024-01-04 03:10
    Scale or not scale be more suitable for computation of SEACells?
  • Issue comment#55shiqi-yang2023-12-19 03:57
    conda environment yaml file dependency seems conflict
  • Issue#55shiqi-yang2023-12-19 03:57
    conda environment yaml file dependency seems conflict
  • Issue#55shiqi-yang2023-12-19 03:45
    conda environment yaml file dependency seems conflict
  • Issue#54chenc3272023-11-02 02:23
    wonder why the @parm `ceiling` can be set to 10^9
  • Issue#53josephineyates2023-10-26 19:27
    [Question] Algorithm for PWM computation
  • Issue comment#52ChangSuBiostats2023-10-05 21:20
    Fail to install seacells via conda due to conflicts in environment.yaml
  • Issue#52ChangSuBiostats2023-10-05 21:06
    Fail to install seacells via conda due to conflicts in environment.yaml
  • Pull request#51arhowe002023-09-21 03:47
  • Pull request#51arhowe002023-08-18 22:49

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 44 stars here means stars gained during the window, not the repo's star count.