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GitHub / sb-ai-lab 6 repositories
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.
sb-ai-lab/RePlay
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
Language: Python - Size: 33.9 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 126 - Forks: 23
sb-ai-lab/tsururu
Language: Python - Size: 3.43 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 8 - Forks: 0
sb-ai-lab/LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
Language: Python - Size: 92.2 MB - Last synced: 11 days ago - Pushed: 4 months ago - Stars: 737 - Forks: 43
sb-ai-lab/early_hyperacute_stroke_dataset
Language: Python - Size: 26.4 KB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 1 - Forks: 0
sb-ai-lab/Py-Boost
Python based GBDT implementation on GPU. Efficient multioutput (multiclass/multilabel/multitask) training
Language: Python - Size: 211 KB - Last synced: 22 days ago - Pushed: about 1 year ago - Stars: 142 - Forks: 10
sb-ai-lab/Sim4Rec
Simulator for training and evaluation of Recommender Systems
Language: Jupyter Notebook - Size: 7.67 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 42 - Forks: 1
sb-ai-lab/SLAMA
LightAutoML on Spark
Language: Python - Size: 29.1 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 32 - Forks: 2
sb-ai-lab/HypEx
Fast and customizable framework for automatic and quick Causal Inference in Python
Language: Python - Size: 56.4 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 41 - Forks: 2
sb-ai-lab/Eco2AI
eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.
Language: Python - Size: 2.55 MB - Last synced: about 2 months ago - Pushed: 4 months ago - Stars: 211 - Forks: 16
sb-ai-lab/MedBench
https://arxiv.org/abs/2201.06499
Language: Jupyter Notebook - Size: 6.04 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0
sb-ai-lab/sb-obp Fork of st-tech/zr-obp
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation
Language: Python - Size: 27.5 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0
sb-ai-lab/synthesize_or_not
Language: Python - Size: 5.09 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 4 - Forks: 0
sb-ai-lab/LightAutoML_GPU
End2end GPU pipeline for LightAutoML
Language: Python - Size: 31.7 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 12 - Forks: 2
sb-ai-lab/AutoMLWhitebox
Library for automatic interpretable model building (Whitebox AutoML)
Language: Python - Size: 3.87 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 39 - Forks: 2
sb-ai-lab/ESGify
ESGify is a model for multilabel news classification with respect to ESG risks.
Size: 3.27 MB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 23 - Forks: 1
sb-ai-lab/sketchboost-paper
Repository to reproduce SketchBoost paper experiments
Language: Jupyter Notebook - Size: 48.9 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 18 - Forks: 2
sb-ai-lab/automl-in-practice
Additional materials for LightAutoML usage in practice
Language: Jupyter Notebook - Size: 615 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 2 - Forks: 0
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.
Size: 111 KB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 18 - Forks: 0
sb-ai-lab/RuBioRoBERTa
BERT-based model for Russian language biomedical text mining
Size: 1000 Bytes - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 22 - Forks: 1
sb-ai-lab/nlp-layerwise-fooler
Language: Python - Size: 16.6 KB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 8 - Forks: 1