https://github.com/smakde/learning-resource-recommender
A lightweight recommender that helps you discover your next learning resource. It blends patterns from similar users with content keywords, and explains each suggestion in the UI.
https://github.com/smakde/learning-resource-recommender
als content-based-filtering evaluation-metrics explainable-ai hybrid-recommender implicit-feedback implicit-lib lightfm logistic-matrix-factorization mapk matrix-factorization ndcg pandas precision-at-k python recommender-system scikit-learn streamlit tf-idf top-n-recommendations
Last synced: 2 months ago
JSON representation
A lightweight recommender that helps you discover your next learning resource. It blends patterns from similar users with content keywords, and explains each suggestion in the UI.
- Host: GitHub
- URL: https://github.com/smakde/learning-resource-recommender
- Owner: smakde
- Created: 2025-11-04T20:03:56.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2025-11-05T01:16:09.000Z (2 months ago)
- Last Synced: 2025-11-05T03:11:40.570Z (2 months ago)
- Topics: als, content-based-filtering, evaluation-metrics, explainable-ai, hybrid-recommender, implicit-feedback, implicit-lib, lightfm, logistic-matrix-factorization, mapk, matrix-factorization, ndcg, pandas, precision-at-k, python, recommender-system, scikit-learn, streamlit, tf-idf, top-n-recommendations
- Language: Python
- Homepage: https://www.shreyasmakde.com/
- Size: 165 MB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md