Observing hidden neuronal states in experiments

no code implementations • 29 Aug 2023 • Dmitry Amakhin, Anton Chizhov, Guillaume Girier, Mathieu Desroches, Jan Sieber, Serafim Rodrigues

We construct systematically experimental steady-state bifurcation diagrams for entorhinal cortex neurons.

Solving Data Quality Problems with Desbordante: a Demo

1 code implementation • 27 Jul 2023 • George Chernishev, Michael Polyntsov, Anton Chizhov, Kirill Stupakov, Ilya Shchuckin, Alexander Smirnov, Maxim Strutovsky, Alexey Shlyonskikh, Mikhail Firsov, Stepan Manannikov, Nikita Bobrov, Daniil Goncharov, Ilia Barutkin, Vladislav Shalnev, Kirill Muraviev, Anna Rakhmukova, Dmitriy Shcheka, Anton Chernikov, Mikhail Vyrodov, Yaroslav Kurbatov, Maxim Fofanov, Sergei Belokonnyi, Pavel Anosov, Arthur Saliou, Eduard Gaisin, Kirill Smirnov

However, most existing data profiling systems that focus on complex statistics do not provide proper integration with the tools used by contemporary data scientists.

Anomaly Detection Descriptive

Desbordante: from benchmarking suite to high-performance science-intensive data profiler (preprint)

1 code implementation • 14 Jan 2023 • George Chernishev, Michael Polyntsov, Anton Chizhov, Kirill Stupakov, Ilya Shchuckin, Alexander Smirnov, Maxim Strutovsky, Alexey Shlyonskikh, Mikhail Firsov, Stepan Manannikov, Nikita Bobrov, Daniil Goncharov, Ilia Barutkin, Vladislav Shalnev, Kirill Muraviev, Anna Rakhmukova, Dmitriy Shcheka, Anton Chernikov, Dmitrii Mandelshtam, Mikhail Vyrodov, Arthur Saliou, Eduard Gaisin, Kirill Smirnov

Unlike other profilers, Desbordante works not only with tabular data, but with graph and transactional data as well.

Benchmarking