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[2025 Nature Methods]Benchmarking different methods for extracting unsupervised representations from images

active 2024-07-022026-01-06 (UTC)

Partial coverage20,513 / 26,269 hourly files (78%) · 2 absent upstream · 5,753 failed, retryable2023-08-152026-08-13 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
296
Pushes
77
Pull requests
35
Issues
37
Stars
2
Forks
2

Activity over time

Daily event counts in the loaded window

Line chart, 554 days from 2024-07-02 to 2026-01-06. Pushes: 77 total, peak 8 in a day. Pull requests: 35 total, peak 3 in a day. Issues: 37 total, peak 10 in a day. Comments: 59 total, peak 14 in a day. Stars: 2 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
pgarrison127321530
fatwir64201017
ritvikvasan58241011
vianamp9001
mogres1100
wansiyuan121000

Recent activity

Latest issues, pull requests and releases

  • Issue comment#93ritvikvasan2026-01-06 04:38
    Question about size mismatch and alignment of segmentation volumes in NPM1_single_cell_drug_perturbations
  • Issue#93wansiyuan122025-12-23 09:31
    Question about size mismatch and alignment of segmentation volumes in NPM1_single_cell_drug_perturbations
  • Pull request#92fatwir2025-07-14 20:41
  • Issue#88pgarrison2025-04-10 22:52
    Document new classification and LDA drug analysis
  • Issue#7pgarrison2025-04-10 22:50
    Have a second person follow the instructions successfully, without assistance, from preprocessed data
  • Issue#13pgarrison2025-04-10 22:50
    Have a second person follow the instructions successfully, without assistance, from original data
  • Issue#13pgarrison2025-04-10 22:50
    Have a second person follow the instructions successfully, without assistance, from original data
  • Issue#13pgarrison2025-04-10 22:50
    Have a second person follow the instructions successfully, without assistance, from original data
  • Issue#87pgarrison2025-04-10 22:49
    Rewrite confusing model training instructions
  • Issue#22pgarrison2025-04-10 22:48
    Dont' require write permissions in the data directory
  • Pull request#86pgarrison2025-04-03 23:08
  • Issue comment#71pgarrison2025-04-02 23:24
    Share our scale factors for making the pointclounds from sdf
  • Issue comment#47pgarrison2025-04-02 23:07
    Make a note about the extras present in the config files
  • Issue#47pgarrison2025-04-02 23:07
    Make a note about the extras present in the config files
  • Pull request#82ritvikvasan2025-01-06 23:04
  • Pull request#81ritvikvasan2025-01-02 17:34
  • Pull request#81ritvikvasan2024-12-13 20:25
  • Pull request#80ritvikvasan2024-12-13 19:57
  • Issue comment#78ritvikvasan2024-12-13 06:15
    Visualize pointclouds
  • Pull request#77ritvikvasan2024-12-13 06:12
  • Pull request#78ritvikvasan2024-12-12 00:01
  • Pull request#77ritvikvasan2024-12-10 23:57
  • Pull request#76ritvikvasan2024-12-10 23:53
  • Issue#50pgarrison2024-12-07 00:43
    Document OpenGL dependency for image preprocessing
  • Pull request#72pgarrison2024-12-07 00:43

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 2 stars here means stars gained during the window, not the repo's star count.