sb-ai-lab

All

31 repositories

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
•
Apache License 2.0
•61•1.3k•15•2•Updated Feb 3, 2025Feb 3, 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
•
Apache License 2.0
•1•24•0•1•Updated Feb 3, 2025Feb 3, 2025
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
•
Apache License 2.0
•30•316•3•7•Updated Feb 3, 2025Feb 3, 2025
tsururu
Public
Python
•
Apache License 2.0
•3•27•6•3•Updated Feb 3, 2025Feb 3, 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
•
Apache License 2.0
•5•105•0•3•Updated Feb 1, 2025Feb 1, 2025
early_hyperacute_stroke_dataset
Public
Python
•
MIT License
•1•6•0•0•Updated Jan 31, 2025Jan 31, 2025
pytorch-lifestream
Public
A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision
Jupyter Notebook
•
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
Sim4Rec
Public
Simulator for training and evaluation of Recommender Systems
recommender-system recommendation user-modeling evaluation-framework synthetic-data rl-training
Jupyter Notebook
•
Apache License 2.0
•3•52•2•1•Updated Dec 28, 2024Dec 28, 2024
AutoMLWhitebox
Public
Library for automatic interpretable model building (Whitebox AutoML)
Python
•
Apache License 2.0
•5•42•2•1•Updated Dec 18, 2024Dec 18, 2024
Stalactite
Public
Stalactite is the framework implementing the vertical federated learning paradigm.
federated-learning vertical-federated-learning
Python
•0•31•1•1•Updated Dec 11, 2024Dec 11, 2024
RecSys-Course
Public
Jupyter Notebook
•0•1•0•0•Updated Dec 6, 2024Dec 6, 2024
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
•
Apache License 2.0
•18•243•2•0•Updated Nov 27, 2024Nov 27, 2024
synthesize_or_not
Public
Python
•
MIT License
•0•6•0•0•Updated Nov 6, 2024Nov 6, 2024
A_Large-Scale_Empirical_Study_of_Aligned_Time_Series_Forecasting
Public
Jupyter Notebook
•
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
•
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
•
Apache License 2.0
•14•173•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
•
Apache License 2.0
•0•1•0•0•Updated Jul 3, 2024Jul 3, 2024
uplift-via-gbdt
Public
Jupyter Notebook
•
Apache License 2.0
•0•3•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
•
Apache License 2.0
•90•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
•
Apache License 2.0
•0•6•0•0•Updated Mar 27, 2024Mar 27, 2024
SLAMA
Public
LightAutoML on Spark
Python
•
Apache License 2.0
•3•36•3•0•Updated Mar 25, 2024Mar 25, 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•32•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
•
Apache License 2.0
•3•16•0•0•Updated Oct 12, 2023Oct 12, 2023
nlp-layerwise-fooler
Public
Python
•
Apache License 2.0
•1•8•1•0•Updated Jul 10, 2023Jul 10, 2023
lightautoml-course
Public
LightAutoML (LAMA) course tutorials
Jupyter Notebook
•
Apache License 2.0
•1•9•0•0•Updated Jun 19, 2023Jun 19, 2023
pygloo
Public
Pygloo provides Python bindings for Gloo.
C++
•
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
•
Apache License 2.0
•2•21•0•0•Updated Dec 20, 2022Dec 20, 2022
RuBioRoBERTa
Public
BERT-based model for Russian language biomedical text mining
1•22•0•0•Updated Dec 13, 2022Dec 13, 2022