PinnedVasnetsov AndreyinTowards Data ScienceMetric Learning Tips & TricksHow to train object matching model with no labeled data and use it in production10 min read·May 15, 2021--1--1
Vasnetsov AndreyinQdrant Vector Database BlogSimilarity Learning lacks a framework. So we built oneSimilarity Learning is not new but is an actively developing area of machine learning. It is also known as Metric Learning in literature…4 min read·Jun 28, 2022----
Vasnetsov AndreyinQdrant Vector Database BlogNeural Search TutorialStep-by-step guide on how to build a neural search service.8 min read·Jun 10, 2021--1--1
Vasnetsov AndreyTools for setting up a new ML project.Here is a list of tools I find worth a try if you are going to set up a new ML project. This list is not intended to be exhaustive…3 min read·Jan 15, 2020----
Vasnetsov AndreyShrinking fastText embeddings so that it fits Google ColabAttempt to compress fastText so it takes 2Gb of RAM instead of 16Gb. Keep new model 94% similar to the original model.4 min read·Apr 28, 2019--1--1