Jupyter Notebooks DatabaseWhen I started machine learning, my jupyter notebook collection started growing at a rapid pace and I needed some kind of database to…Feb 9, 2022Feb 9, 2022
Approximate Nearest Neighbor Retrieval MethodsA typical recommender system has two phases: preference learning and recommendation retrieval. While the former can be done offline, the…Jan 28, 2022Jan 28, 2022
How I version control my dataFor anybody working in the data field, as a data scientist, engineer, or analyst, control over different versions of the same dataset is…Jan 26, 2022Jan 26, 2022
Matrix Factorization with PyTorch LightningTraining various Matrix Factorization models on ML-100k in PyTorch Lightning FrameworkJan 23, 2022Jan 23, 2022
Sequential Recommendation with Stochastic Self-AttentionSequential recommendation encodes users’ dynamic interests by modeling item-item transition relationships in sequences. Recent advancements…Jan 23, 2022Jan 23, 2022
