Sergey KolesnikovinTowards Data ScienceClassification in the wildLet’s dive into classification metrics and discuss a few tricks, which could boost your classification pipeline performance.6 min read·Nov 5, 2021----
Sergey KolesnikovinCatalyst TeamCatalyst 2021–Accelerated PyTorch 2.0In this post, I would like to share our Catalyst vision on Deep Learning R&D and show current development progress on various examples.9 min read·Apr 19, 2021----
Sergey KolesnikovRL in RecSys, an overviewIn this review, I would like to show the scope of application of RL in RecSys and talk about the similarities between these two areas.8 min read·Jan 17, 2021----
Sergey KolesnikovinPyTorchCatalyst dev blog - 20.07 releaseHi, I am Sergey, author of the Catalyst — PyTorch library for deep learning research and development. In our previous blogposts, we have…5 min read·Jul 16, 2020----
Sergey KolesnikovinPyTorchCatalyst 101 — Accelerated PyTorchPyTorch is great framework to create deep learning models and pipelines. Nevertheless, for all its merits, it could use improvements in…6 min read·Jun 2, 2020----
Sergey KolesnikovRun, skeleton, run!2 weeks ago, 13 November, one of the most exiting RL competitions of this year finally end. NIPS 2017: Learning to Run was really…5 min read·Nov 27, 2017----