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NewsCompass
Four recommenders + a hybrid blend, explained in plain English
User-CF, item-CF, content-based TF-IDF, and ALS behind one interface with a configurable weighted hybrid, plus a GenAI layer that explains why each article was recommended. Real Precision@K/MAP@K evaluation, self-contained HTML report. v0.1.2, built entirely via subagent-driven development.
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How it was built
NewsCompass, from first question to shipped.
StatusShippedall stages complete
Stages4 / 4frame to ship
Headline4 + 1recommenders plus a hybrid blend
Frame Passed
- Recommend news articles
- Explain in plain English why each one was recommended
Build Passed
- User-CF, item-CF, content-based TF-IDF and ALS behind one interface
- Configurable weighted hybrid
- GenAI layer that explains each recommendation
Validate Passed
- Real Precision@K and MAP@K evaluation
Ship Passed
- Self-contained HTML report
- v0.1.2
- Built entirely via subagent-driven development