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automl-in-practice

Additional materials for LightAutoML usage in practice

automlwhitebox

Library for automatic interpretable model building (Whitebox AutoML)

early_hyperacute_stroke_dataset

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)

lightautoml-course

LightAutoML (LAMA) course tutorials

lightautoml_gpu

End2end GPU pipeline for LightAutoML

medbench

https://arxiv.org/abs/2201.06499

nlp-layerwise-fooler

py-boost

Python based GBDT implementation on GPU. Efficient multioutput (multiclass/multilabel/multitask) training

pygloo

Pygloo provides Python bindings for Gloo.

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

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-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

sim4rec

Simulator for training and evaluation of Recommender Systems

sketchboost-paper

Repository to reproduce SketchBoost paper experiments

slama

LightAutoML on Spark

synthesize_or_not

tsururu