Sberbank AI Lab

Sberbank AI Lab's repositories

LightAutoML

LAMA - automatic model creation framework

Language:PythonApache-2.0867 31 58

pytorch-lifestream

A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision

Language:PythonApache-2.089 7 24

AutoMLWhitebox

Tool for whitebox (binning + logreg) model development

Language:PythonNOASSERTION69 11 5

RePlay

RecSys Library

Language:PythonApache-2.060 5 61

Py-Boost

Python based GBDT implementation

Language:PythonApache-2.026 20

lightautoml-datafest-workshop

Materials for LightAutoML workshop (DataFest 2021)

Language:JavaScriptApache-2.011 40

RuMedQ

Synthetic dataset with medical questions, created by medical division of Sber Artificial Intelligence laboratory

6 20

automlbenchmark

OpenML AutoML Benchmarking Framework

Language:Jupyter NotebookMIT5 10

coles-paper

Language:Jupyter Notebook4 60

mimic.profile

The benchmark code from Section 4.2 https://arxiv.org/abs/2107.03913

Language:Jupyter Notebook4 30

pytorch-lifestream-experiments

Language:Jupyter NotebookApache-2.03 60

mammo2text

Language:Python2 20

RuMedBench

https://arxiv.org/abs/2201.06499

Language:Python2 20

embeddings-valid

Language:Python1 40

RuBioRoBERTa

Language:Python1 20

torchvggish

Pytorch port of Google Research's VGGish model used for extracting audio features.

Language:PythonApache-2.01 10

Paper-Appendix

LightAutoML additional info

Language:Jupyter Notebook020

pytorch-lifestream-artifacts

030

RuCCoN

030

viral-mutation

Language modeling of viral evolution

Language:Jupyter NotebookMIT010