FracFeedExtractor is a Python-based pipeline that utilizes machine learning and LLMs to automatically identify predator diet studies in ecological literature and extract key data needed to quantify predator–prey interactions.
active 2025-11-10 → 2026-07-11 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 244 days from 2025-11-10 to 2026-07-11. Pushes: 52 total, peak 5 in a day. Pull requests: 26 total, peak 5 in a day. Issues: 24 total, peak 5 in a day. Comments: 8 total, peak 3 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
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| SeanClay10 | 63 | 23 | 20 | 1 |
| raymondcen | 30 | 20 | 3 | 2 |
| QuiteRocks | 15 | 4 | 2 | 3 |
| bradleyrule | 9 | 4 | 1 | 2 |
| marknovak | 2 | 1 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#21marknovak2026-07-09 18:39FEAT:Explain useful PDF predictions (keywords + page numbers)
- Issue#8SeanClay102026-04-29 23:01FEAT: Single / multiple PDF support
- Issue#53SeanClay102026-04-29 23:01test: add end-to-end integration test for classify_extract.py
- Issue#53SeanClay102026-04-29 23:00test: add end-to-end integration test for classify_extract.py
- Issue#5SeanClay102026-04-29 22:59FEAT: Figure and table handling
- Issue#59SeanClay102026-04-29 22:55Fix Classifier Model Reloading on Every PDF
- Pull request#56SeanClay102026-04-27 04:07
- Pull request#60SeanClay102026-04-27 04:07
- Issue#59raymondcen2026-04-26 07:32Fix Classifier Model Reloading on Every PDF
- Pull request#56raymondcen2026-04-25 01:42
- Pull request#55SeanClay102026-04-20 22:17
- Issue#52SeanClay102026-04-12 04:45fix(llm): enforce Pydantic v2 string constraints and add LLM module test coverage
- Issue#52SeanClay102026-04-12 04:43fix(llm): enforce Pydantic v2 string constraints and add LLM module test coverage
- Issue#52SeanClay102026-04-12 04:43fix(llm): enforce Pydantic v2 string constraints and add LLM module test coverage
- Issue#52SeanClay102026-04-12 04:43fix(llm): enforce Pydantic v2 string constraints and add LLM module test coverage
- Pull request#51SeanClay102026-04-09 19:32
- Pull request#50raymondcen2026-03-15 22:24
- Pull request#48SeanClay102026-03-15 22:06
- Issue#49SeanClay102026-03-15 21:06Warnings and errors are not persisted between runs
- Issue#46raymondcen2026-03-02 07:07Improve Setup Documentation and Quickstart Guide
- Issue#45SeanClay102026-03-02 06:06FEAT: LLM Chunking - Use Small LLM to Classify Chunks Before BioMistral Extraction
- Issue#43SeanClay102026-03-02 05:58Bug: LLM Extracts Incorrect or Null Values from PDFs
- Issue#29SeanClay102026-03-01 23:00Finish End-to-End Pipeline for Classification and Metric Extraction
- Pull request#37bradleyrule2026-02-23 23:54
- Pull request#36SeanClay102026-02-23 03:06
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.