J535D165/pyalex
Query OpenAlex for works on "fed-batch fermentation titer" per year; plot counts. Tells you the size of the ocean before you fish
In: LABLOOP-W05 Notebook
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danielnsilva/semanticscholar
Search Semantic Scholar for "literature-derived fermentation dataset"; save the top 20 to RELATED.md with citation counts
In: LABLOOP-W05 Notebook
titipata/pubmed_parser
Parse one PMC OA XML into title, abstract, methods paragraphs; this becomes corpus/parse.py
In: LABLOOP-W05 Notebook
google/langextract
Read the README and run the quickstart example: extraction with source grounding (every value mapped to its exact span). This is the provenance idea FermLit needs, already implemented
In: LABLOOP-W05 Notebook
intro-stat-learning/ISLP_labs
Colab: Ch08-baggboost-lab.ipynb (trees and boosting)
In: LABLOOP-W05 Notebook