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Easy to use and efficient implementations of Protein Language Models

active 2025-02-092026-08-11 (UTC)

Partial coverage18,670 / 23,969 hourly files (78%) · 2 absent upstream · 5,296 failed, retryable2023-11-172026-08-12 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
225
Pushes
184
Pull requests
8
Issues
5
Stars
11
Forks
1

Activity over time

Daily event counts in the loaded window

Line chart, 549 days from 2025-02-09 to 2026-08-11. Pushes: 184 total, peak 22 in a day. Pull requests: 8 total, peak 2 in a day. Issues: 5 total, peak 1 in a day. Comments: 8 total, peak 2 in a day. Stars: 11 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
lhallee19618473
Hrovatin3003
xddgit1001
avivko1001
nrafaili1010
tomlongcool1000
SwiftSeal1000
qingtian7301000

Recent activity

Latest issues, pull requests and releases

  • Pull request#35lhallee2026-05-31 15:50
  • Pull request#32lhallee2026-05-30 21:45
  • Pull request#28lhallee2026-04-22 00:12
  • Issue comment#27avivko2026-04-21 00:12
    FastPLMs parity with native embedding models
  • Pull request#25nrafaili2026-03-17 18:36
  • Issue comment#20Hrovatin2026-03-05 17:15
    E1 tokenizer path not handled correctly
  • Issue comment#20Hrovatin2026-03-05 17:04
    E1 tokenizer path not handled correctly
  • Pull request#24lhallee2026-03-04 23:15
  • Pull request#24lhallee2026-03-04 23:15
  • Issue#23SwiftSeal2026-03-03 22:21
    Only first sequence per batch in embed_dataset() has embedding value
  • Issue#22tomlongcool2026-03-01 05:24
    how to excract batch embedding?
  • Pull request#19lhallee2026-02-21 02:05
  • Issue comment#18lhallee2026-02-19 22:20
    entrypoint_setup is needed but cannot be pip installed
  • Issue#15lhallee2026-02-19 22:15
    Initialization of new model components
  • Issue comment#18lhallee2026-02-19 18:15
    entrypoint_setup is needed but cannot be pip installed
  • Pull request#17lhallee2026-02-13 17:06
  • Issue comment#12Hrovatin2025-04-16 06:41
    cls token missing when encoding seq pair, affecting pooling layer in sequence classification
  • Issue#10qingtian7302025-03-31 04:20
    Error in ESMpluspplus_large
  • Issue comment#8lhallee2025-03-23 02:41
    finetune regression with ESMplusplus_small
  • Issue#8lhallee2025-03-23 02:41
    finetune regression with ESMplusplus_small
  • Issue comment#8xddgit2025-03-22 05:30
    finetune regression with ESMplusplus_small

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 11 stars here means stars gained during the window, not the repo's star count.