Sberbank AI Lab

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20 repositories

LightAutoML
Public archive
LAMA - automatic model creation framework
nlp data-science whitebox pytorch kaggle model-selection linear-model feature-engineering blackbox stacking
Python
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Apache License 2.0
•93•901•4•2•Updated Apr 14, 2022Apr 14, 2022
RePlay
Public archive
RecSys Library
pytorch pyspark recsys recommender-systems machine-learning
Python
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Apache License 2.0
•6•68•17•4•Updated Apr 13, 2022Apr 13, 2022
pytorch-lifestream
Public archive
A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision
machine-learning pytorch self-supervised-learning
Python
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Apache License 2.0
•8•91•9•0•Updated Apr 12, 2022Apr 12, 2022
pytorch-lifestream-artifacts
Public archive
0•0•0•0•Updated Apr 12, 2022Apr 12, 2022
pytorch-lifestream-experiments
Public archive
Jupyter Notebook
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Apache License 2.0
•0•3•0•0•Updated Apr 12, 2022Apr 12, 2022
RuMedBench
Public archive
https://arxiv.org/abs/2201.06499
pytorch medical-data russian-language bert-fine-tuning
Python
•0•2•0•0•Updated Apr 4, 2022Apr 4, 2022
coles-paper
Public archive
Jupyter Notebook
•0•3•0•0•Updated Apr 1, 2022Apr 1, 2022
RuBioRoBERTa
Public archive
Python
•0•1•0•0•Updated Mar 21, 2022Mar 21, 2022
AutoMLWhitebox
Public archive
Tool for whitebox (binning + logreg) model development
automl
Python
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Other
•10•71•4•0•Updated Mar 16, 2022Mar 16, 2022
RuCCoN
Public archive
0•0•0•0•Updated Mar 14, 2022Mar 14, 2022
Py-Boost
Public archive
Python based GBDT implementation
Python
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Apache License 2.0
•2•26•0•0•Updated Feb 9, 2022Feb 9, 2022
RuMedQ
Public archive
Synthetic dataset with medical questions, created by medical division of Sber Artificial Intelligence laboratory
0•6•0•0•Updated Nov 19, 2021Nov 19, 2021
embeddings-valid
Public archive
Python
•0•1•0•0•Updated Sep 24, 2021Sep 24, 2021
mammo2text
Public archive
Python
•3•4•0•0•Updated Sep 7, 2021Sep 7, 2021
mimic.profile
Public archive
The benchmark code from Section 4.2 https://arxiv.org/abs/2107.03913
transformers pytorch mimic-iii next-diagnosis-prediction python
Jupyter Notebook
•0•4•0•0•Updated Aug 30, 2021Aug 30, 2021
lightautoml-datafest-workshop
Public archive
Materials for LightAutoML workshop (DataFest 2021)
JavaScript
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Apache License 2.0
•0•12•0•0•Updated Jun 16, 2021Jun 16, 2021
automlbenchmark
Public archive
OpenML AutoML Benchmarking Framework
Jupyter Notebook
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MIT License
•133•5•0•0•Updated May 25, 2021May 25, 2021
torchvggish
Public archive
Pytorch port of Google Research's VGGish model used for extracting audio features.
Python
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Apache License 2.0
•68•1•0•0•Updated Feb 19, 2021Feb 19, 2021
viral-mutation
Public archive
Language modeling of viral evolution
Jupyter Notebook
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MIT License
•44•0•0•0•Updated Feb 10, 2021Feb 10, 2021
Paper-Appendix
Public archive
LightAutoML additional info
Jupyter Notebook
•0•0•0•0•Updated Feb 7, 2021Feb 7, 2021