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WayScience/CFReT-screen-mAP-analysis

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Analysis notebooks applying mean average Precision (mAP) to the CFReT screen image profile dataset.

active 2024-12-062025-05-03 (UTC)

Partial coverage20,549 / 26,302 hourly files (78%) · 2 absent upstream · 5,750 failed, retryable2023-08-152026-08-14 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
107
Pushes
8
Pull requests
16
Issues
6
Stars
0
Forks
0

Activity over time

Daily event counts in the loaded window

Line chart, 149 days from 2024-12-06 to 2025-05-03. Pushes: 8 total, peak 2 in a day. Pull requests: 16 total, peak 2 in a day. Issues: 6 total, peak 2 in a day. Comments: 50 total, peak 13 in a day. Stars: 0 total, peak 0 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
axiomcura6781624
jenna-tomkinson170010
review-notebook-app[bot]8008
MikeLippincott7005
MattsonCam5003

Recent activity

Latest issues, pull requests and releases

  • Issue#35axiomcura2025-05-03 23:55
    Creating a threshold to account for wells that have low cell count
  • Issue#34axiomcura2025-05-03 23:54
    Identifying and Handling Poorly Performing Technical Replicates
  • Pull request#30axiomcura2025-04-15 04:33
  • Issue comment#30axiomcura2025-04-15 04:33
    Add shuffled score labels to plots
  • Pull request#31axiomcura2025-04-15 04:25
  • Issue comment#31axiomcura2025-04-15 04:25
    Adding pairwise-compare analysis
  • Issue comment#28axiomcura2025-04-09 22:27
    Updating mAP version and rerunning analysis
  • Issue comment#25review-notebook-app[bot]2025-03-08 00:17
    Added UMAP plot of compounds across four plates
  • Pull request#25axiomcura2025-03-08 00:17
  • Pull request#24axiomcura2025-03-07 01:27
  • Issue comment#24axiomcura2025-03-07 01:27
    Adding UMAP visualizations for control and treated profiles of the CFReT screen data
  • Issue comment#22review-notebook-app[bot]2025-01-31 20:46
    Bug fixes due to solving merge conflicts
  • Pull request#22axiomcura2025-01-31 20:46
  • Pull request#16axiomcura2025-01-31 20:14
  • Issue comment#16axiomcura2025-01-31 20:14
    Adding shuffling mAP scores with shuffled profiles.
  • Issue comment#21review-notebook-app[bot]2025-01-28 22:18
    Rank Compounds Based on On- and Off-Morphology Scores to Identify Potential Reversal Effects
  • Pull request#21axiomcura2025-01-28 22:18
  • Issue comment#20review-notebook-app[bot]2025-01-25 23:17
    Implement KL Divergence to Evaluate Compound Effects on Treated Cell Populations
  • Pull request#20axiomcura2025-01-25 23:17
  • Pull request#18axiomcura2025-01-24 04:15
  • Issue comment#18axiomcura2025-01-24 04:14
    Establish On and Off Morphological Features for Single-Cell Compound Prior Project Using Weighted KS Test
  • Pull request#19axiomcura2025-01-24 03:03
  • Issue comment#19axiomcura2025-01-24 03:03
    Identify Single-Cell Heterogeneity Using DBSCAN Clustering by Treatment Group
  • Issue comment#19review-notebook-app[bot]2025-01-23 23:06
    Identify Single-Cell Heterogeneity Using DBSCAN Clustering by Treatment Group
  • Pull request#19axiomcura2025-01-23 23:06

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 0 stars here means stars gained during the window, not the repo's star count.