sb-ai-lab
We aim to share our AI-based solutions for both scientific and industrial purposes. Hope you will find them useful and we’d appreciate much any feedback.
Pinned Repositories
AutoMLWhitebox
Library for automatic interpretable model building (Whitebox AutoML)
Eco2AI
eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.
ESGify
ESGify is a model for multilabel news classification with respect to ESG risks.
HypEx
Fast and customizable framework for automatic and quick Causal Inference in Python
LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
Py-Boost
Python based GBDT implementation on GPU. Efficient multioutput (multiclass/multilabel/multitask) training
RePlay
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
RuBioRoBERTa
BERT-based model for Russian language biomedical text mining
Sim4Rec
Simulator for training and evaluation of Recommender Systems
SLAMA
LightAutoML on Spark
sb-ai-lab's Repositories
sb-ai-lab/LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
sb-ai-lab/Eco2AI
eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.
sb-ai-lab/Py-Boost
Python based GBDT implementation on GPU. Efficient multioutput (multiclass/multilabel/multitask) training
sb-ai-lab/RePlay
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
sb-ai-lab/HypEx
Fast and customizable framework for automatic and quick Causal Inference in Python
sb-ai-lab/Sim4Rec
Simulator for training and evaluation of Recommender Systems
sb-ai-lab/AutoMLWhitebox
Library for automatic interpretable model building (Whitebox AutoML)
sb-ai-lab/SLAMA
LightAutoML on Spark
sb-ai-lab/ESGify
ESGify is a model for multilabel news classification with respect to ESG risks.
sb-ai-lab/RuBioRoBERTa
BERT-based model for Russian language biomedical text mining
sb-ai-lab/sketchboost-paper
Repository to reproduce SketchBoost paper experiments
sb-ai-lab/RuMedQ
Russian Medical Questions Dataset (RuMedQ) is a synthetic dataset containing pairs of "symptom" - "medical question regarding this symptom", as well as a label, if the question generated by RuGPT3 corresponds to this symptom.
sb-ai-lab/LightAutoML_GPU
End2end GPU pipeline for LightAutoML
sb-ai-lab/nlp-layerwise-fooler
sb-ai-lab/tsururu
sb-ai-lab/lightautoml-course
LightAutoML (LAMA) course tutorials
sb-ai-lab/automl-in-practice
Additional materials for LightAutoML usage in practice
sb-ai-lab/MedBench
https://arxiv.org/abs/2201.06499
sb-ai-lab/pygloo
Pygloo provides Python bindings for Gloo.
sb-ai-lab/synthesize_or_not
sb-ai-lab/early_hyperacute_stroke_dataset
sb-ai-lab/sb-obp
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation