instacart-next-product-recommendation 4F71 · PARTIAL
Instacart Market Basket datasını kullanarak kullanıcıların bir sonraki muhtemel ürününü tahmin eden uçtan uca bir ML projesi. Proje; EDA, baseline, özellik mühendisliği, model optimizasyonu, değerlendirme ve FastAPI tabanlı bir tahmin servisini kapsayan tam bir pipeline içerir.
github.com/4F71/instacart-next-product-recommendation · ★ 2 · Forks 0 · Size 5.6 MB
SUMMARY
Technologies 16
Scored 13
Observed 13
Practices 6
Evidence 17
Skips 3
COVERAGE
Analyzed 49 files · 29 commits · 0 API calls
TECHNOLOGIES & DEPTH
Dockerfile LANGUAGE Depth 70
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JSON LANGUAGE Depth 70
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Shell LANGUAGE Depth 70
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Markdown LANGUAGE Depth 70
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YAML LANGUAGE Depth 70
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Python LANGUAGE Depth 70
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pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
FastAPI FRAMEWORK Depth 56
1 files · PRODUCTION
NumPy LIBRARY Depth 58
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Pydantic LIBRARY Depth 56
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RabbitMQ MESSAGE_BROKER Depth 65
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Requests LIBRARY Depth 58
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SQLAlchemy LIBRARY Depth —
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Uvicorn LIBRARY Depth —
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pandas LIBRARY Depth 70
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python-dotenv LIBRARY Depth —
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PRACTICES
documentation · observedautomated_tests · absentcontinuous_integration · observedcontainerization · observedlinting · absentformatting · absent
ACTIVITY & OWNERSHIP
First commit 2025-11-20
Last commit 2025-12-08
Active months 2
Commits 29