ITKarma

Machine learning

Mathematics of Machine Learning Based on Grid Theory

This is the third article in a series of works (links to first and second work), describing a machine learning system based on the theory of lattices, entitled" VKF-system "...

RetinaNet Neural Network Architecture

This article is devoted to explaining the architecture of the RetinaNet neural network architecture...

CPython library "VKF" for machine learning

In the author’s previous note , a web server was described for experiments with the VKF method of machine learning based on the theory of lattices...

Free Avito Academy of Analysts for Beginners

Avito Academy of Analysts starts in September, a free program for those who are interested in learning how to work with data. Applications are already open, you can register for the course until July 16...

The best data products are born in the fields

Most of our online orders are collected from retail stores, not from warehouses. This leads to errors between what is displayed on the site and the fact that we can actually collect an online order...

How we control the quality of models for detecting objects in images

Good day. Our names are Tatyana Voronova and Elvira Dyaminova, we are engaged in data analysis at Center 2M. In particular, we train neural network models for detecting objects in images: people, special equipment, animals...