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Marcin Szczepański dad90fbfa1 Solutions 2020-06-13 15:34:33 +02:00
.ipynb_checkpoints Solutions 2020-06-13 15:34:33 +02:00
Datasets Solutions 2020-06-13 15:34:33 +02:00
Recommendations generated Solutions 2020-06-13 15:34:33 +02:00
__pycache__ Solutions 2020-06-13 15:34:33 +02:00
P0. Data preparation.ipynb Solutions 2020-06-13 15:34:33 +02:00
P1. Baseline.ipynb Solutions 2020-06-13 15:34:33 +02:00
P1. Introduction and baseline.pdf Solutions 2020-06-13 15:34:33 +02:00
P2 Evaluation.pdf Solutions 2020-06-13 15:34:33 +02:00
P2. Evaluation.ipynb Solutions 2020-06-13 15:34:33 +02:00
P2. Evaluation.pdf Solutions 2020-06-13 15:34:33 +02:00
P3. k-nearest neighbours.ipynb Solutions 2020-06-13 15:34:33 +02:00
P3. k-nearest neighbours.pdf Solutions 2020-06-13 15:34:33 +02:00
P4. Appendix - embeddings in high demensional spaces.ipynb Solutions 2020-06-13 15:34:33 +02:00
P4. Matrix Factorization.ipynb Solutions 2020-06-13 15:34:33 +02:00
P4. Matrix Factorization.pdf Solutions 2020-06-13 15:34:33 +02:00
P5. Graph-based models.pdf Solutions 2020-06-13 15:34:33 +02:00
P5. Graph-based.ipynb Solutions 2020-06-13 15:34:33 +02:00
P6. LightFM.ipynb Solutions 2020-06-13 15:34:33 +02:00
P6. LightFM.pdf Solutions 2020-06-13 15:34:33 +02:00
P7. WRMF (Implicit ALS).ipynb Solutions 2020-06-13 15:34:33 +02:00
P7. WRMF (Implicit ALS).pdf Solutions 2020-06-13 15:34:33 +02:00
evaluation_measures.py Solutions 2020-06-13 15:34:33 +02:00
helpers.py Solutions 2020-06-13 15:34:33 +02:00