sb-ai-lab

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32 repositories

RePlay
Public
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
machine-learning deep-learning algorithms evaluation distributed-computing transformers pytorch collaborative-filtering matrix-factorization pyspark
Python
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Apache License 2.0
•34•331•3•9•Updated May 7, 2025May 7, 2025
HypEx
Public
Fast and customizable framework for automatic and quick Causal Inference in Python
python data-science statistics matching kaggle ab-testing causal-inference faiss causalinference
Python
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Apache License 2.0
•6•110•12•2•Updated May 7, 2025May 7, 2025
EmotiEffLib
Public
Efficient face emotion recognition in photos and videos
emotion-analysis facial-expressions facial-expression-recognition emotion-detection face-expression face-emotion-detection face-emotion-recognition emotion-recognition
Jupyter Notebook
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Apache License 2.0
•136•819•2•0•Updated Apr 28, 2025Apr 28, 2025
LightAutoML
Public
Fast and customizable framework for automatic ML model creation (AutoML)
nlp regression binary-classification automl multiclass-classification automated-machine-learning lama automatic-machine-learning automl-algorithms python
Python
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Apache License 2.0
•61•1.4k•15•2•Updated Apr 25, 2025Apr 25, 2025
AutoMLWhitebox
Public
Library for automatic interpretable model building (Whitebox AutoML)
Python
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Apache License 2.0
•6•43•2•2•Updated Apr 7, 2025Apr 7, 2025
Sim4Rec
Public
Simulator for training and evaluation of Recommender Systems
recommender-system recommendation user-modeling evaluation-framework synthetic-data rl-training
Jupyter Notebook
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Apache License 2.0
•3•55•2•1•Updated Mar 24, 2025Mar 24, 2025
Eco2AI
Public
eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.
python machine-learning environment sustainability ai deep-learning carbon-emissions energy-consumption carbon-footprint ghg
Python
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Apache License 2.0
•19•252•2•1•Updated Mar 10, 2025Mar 10, 2025
RecSys-Course
Public
Jupyter Notebook
•0•1•0•0•Updated Mar 10, 2025Mar 10, 2025
early_hyperacute_stroke_dataset
Public
Python
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MIT License
•1•7•0•0•Updated Feb 25, 2025Feb 25, 2025
Ride
Public
RIDE is a Python library designed to accelerate Dijkstra's algorithm on diverse graph structures using a hierarchical approach
vrp routing-algorithm grpah
Python
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Apache License 2.0
•3•29•0•1•Updated Feb 24, 2025Feb 24, 2025
tsururu
Public
Python
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Apache License 2.0
•3•34•3•1•Updated Feb 14, 2025Feb 14, 2025
SLAMA
Public
LightAutoML on Spark
Python
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Apache License 2.0
•3•37•3•0•Updated Feb 13, 2025Feb 13, 2025
pytorch-lifestream
Public
A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision
Jupyter Notebook
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Apache License 2.0
•49•9•0•0•Updated Jan 28, 2025Jan 28, 2025
.github
Public
0•0•0•0•Updated Dec 28, 2024Dec 28, 2024
Stalactite
Public
Stalactite is the framework implementing the vertical federated learning paradigm.
federated-learning vertical-federated-learning
Python
•0•32•0•1•Updated Dec 11, 2024Dec 11, 2024
synthesize_or_not
Public
Python
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MIT License
•0•7•0•0•Updated Nov 6, 2024Nov 6, 2024
A_Large-Scale_Empirical_Study_of_Aligned_Time_Series_Forecasting
Public
Jupyter Notebook
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Apache License 2.0
•0•2•0•0•Updated Sep 9, 2024Sep 9, 2024
LightAutoML_testers_solution_tps_sep_24
Public
[AutoML Grand Prix] "LightAutoML testers" team solution for TPS September 2024
Jupyter Notebook
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Apache License 2.0
•0•1•0•0•Updated Sep 3, 2024Sep 3, 2024
Py-Boost
Public
Python based GBDT implementation on GPU. Efficient multioutput (multiclass/multilabel/multitask) training
Python
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Apache License 2.0
•14•180•6•1•Updated Jul 15, 2024Jul 15, 2024
LightAutoML_testers_solution_tps_jul_24
Public
[AutoML Grand Prix] "LightAutoML testers" team solution for TPS July 2024
Jupyter Notebook
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Apache License 2.0
•0•1•0•0•Updated Jul 3, 2024Jul 3, 2024
uplift-via-gbdt
Public
Jupyter Notebook
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Apache License 2.0
•0•4•0•0•Updated Jun 19, 2024Jun 19, 2024
sb-obp
Public
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation
Python
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Apache License 2.0
•91•1•0•0•Updated Jun 4, 2024Jun 4, 2024
MedBench
Public
https://arxiv.org/abs/2201.06499
nlp benchmark pytorch medical bert russian-language
Jupyter Notebook
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Apache License 2.0
•0•8•0•0•Updated Mar 27, 2024Mar 27, 2024
ESGify
Public
ESGify is a model for multilabel news classification with respect to ESG risks.
nlp social finance environment sustainability ai classification esg
Apache License 2.0
•2•33•1•0•Updated Feb 28, 2024Feb 28, 2024
automl-in-practice
Public
Additional materials for LightAutoML usage in practice
Jupyter Notebook
•1•6•0•0•Updated Nov 28, 2023Nov 28, 2023
LightAutoML_GPU
Public
End2end GPU pipeline for LightAutoML
Python
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Apache License 2.0
•3•16•0•0•Updated Oct 12, 2023Oct 12, 2023
nlp-layerwise-fooler
Public
Python
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Apache License 2.0
•1•8•1•0•Updated Jul 10, 2023Jul 10, 2023
lightautoml-course
Public
LightAutoML (LAMA) course tutorials
Jupyter Notebook
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Apache License 2.0
•1•9•0•0•Updated Jun 19, 2023Jun 19, 2023
pygloo
Public
Pygloo provides Python bindings for Gloo.
C++
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Apache License 2.0
•10•4•0•0•Updated May 3, 2023May 3, 2023
sketchboost-paper
Public
Repository to reproduce SketchBoost paper experiments
Jupyter Notebook
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Apache License 2.0
•2•23•0•0•Updated Dec 20, 2022Dec 20, 2022