Vasnetsov Andrey – Medium

Vasnetsov Andrey

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Towards Data Science

Metric Learning Tips & Tricks

How to train object matching model with no labeled data and use it in production

May 15, 2021

T-SNE with job samples

May 15, 2021

Published in
Qdrant Vector Database Blog

Similarity Learning lacks a framework. So we built one

Similarity Learning is not new but is an actively developing area of machine learning. It is also known as Metric Learning in literature…

Jun 28, 2022

Similarity Learning lacks a framework. So we built one

Jun 28, 2022

Published in
Qdrant Vector Database Blog

Neural Search Tutorial

Step-by-step guide on how to build a neural search service.

Jun 10, 2021

Neural Search Tutorial

Jun 10, 2021

Tools 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…

Jan 15, 2020

Tools for setting up a new ML project.

Jan 15, 2020

Shrinking fastText embeddings so that it fits Google Colab

Attempt to compress fastText so it takes 2Gb of RAM instead of 16Gb. Keep new model 94% similar to the original model.

Apr 28, 2019

Shrinking fastText embeddings so that it fits Google Colab

Apr 28, 2019

Vasnetsov Andrey

Vasnetsov Andrey

CTO, creator of Qdrant. Interested in Vector Search, Metric Learning, Self-Supervised and One-Shot learning.

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