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2020-06-14 22:23:50 +02:00
Datasets UMSR 2020-06-14 22:23:50 +02:00
Recommendations generated UMSR 2020-06-14 22:23:50 +02:00
evaluation_measures.py UMSR 2020-06-14 22:23:50 +02:00
helpers.py UMSR 2020-06-14 22:23:50 +02:00
P0. Data preparation.ipynb UMSR 2020-06-14 22:23:50 +02:00
P1. Baseline.ipynb UMSR 2020-06-14 22:23:50 +02:00
P1. Introduction and baseline.pdf UMSR 2020-06-14 22:23:50 +02:00
P2 Evaluation.pdf UMSR 2020-06-14 22:23:50 +02:00
P2. Evaluation.ipynb UMSR 2020-06-14 22:23:50 +02:00
P2. Evaluation.pdf UMSR 2020-06-14 22:23:50 +02:00
P3. k-nearest neighbours.pdf UMSR 2020-06-14 22:23:50 +02:00
P3. k-nearest_neighbours.ipynb UMSR 2020-06-14 22:23:50 +02:00
P4. Appendix - embeddings in high demensional spaces.ipynb UMSR 2020-06-14 22:23:50 +02:00
P4. Matrix Factorization.ipynb UMSR 2020-06-14 22:23:50 +02:00
P4. Matrix Factorization.pdf UMSR 2020-06-14 22:23:50 +02:00
P5. Graph-based models.pdf UMSR 2020-06-14 22:23:50 +02:00
P5. Graph-based.ipynb UMSR 2020-06-14 22:23:50 +02:00
P6. LightFM.ipynb UMSR 2020-06-14 22:23:50 +02:00
P6. LightFM.pdf UMSR 2020-06-14 22:23:50 +02:00
P7. WRMF (Implicit ALS).ipynb UMSR 2020-06-14 22:23:50 +02:00
P7. WRMF (Implicit ALS).pdf UMSR 2020-06-14 22:23:50 +02:00