sb-ai-lab's Repositories

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automl-in-practice

Additional materials for LightAutoML usage in practice

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Library for automatic interpretable model building (Whitebox AutoML)

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A_Large-Scale_Empirical_Study_of_Aligned_Time_Series_Forecasting

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Can-SAVE: Deploying Low-Cost and Population-Scale Cancer Screening via Survival Analysis Variables and EHR

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early_hyperacute_stroke_dataset

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eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.

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Efficient face emotion recognition in photos and videos

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ESGify is a model for multilabel news classification with respect to ESG risks.

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Fast and customizable framework for automatic and quick Causal Inference in Python

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Fast and customizable framework for automatic ML model creation (AutoML)

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lightautoml-course

LightAutoML (LAMA) course tutorials

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LightAutoML_GPU

End2end GPU pipeline for LightAutoML

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LightAutoML_testers_solution_tps_jul_24

[AutoML Grand Prix] "LightAutoML testers" team solution for TPS July 2024

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LightAutoML_testers_solution_tps_sep_24

[AutoML Grand Prix] "LightAutoML testers" team solution for TPS September 2024

⭐ 1 🌐 Public

Multi agent system for drug discovery tasks

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https://arxiv.org/abs/2201.06499

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nlp-layerwise-fooler

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

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Pygloo provides Python bindings for Gloo.

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pytorch-lifestream

A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision

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A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

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RIDE is a Python library designed to accelerate Dijkstra's algorithm on diverse graph structures using a hierarchical approach

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BERT-based model for Russian language biomedical text mining

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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.

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

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Simulator for training and evaluation of Recommender Systems

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sketchboost-paper

Repository to reproduce SketchBoost paper experiments

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LightAutoML on Spark

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Stalactite is the framework implementing the vertical federated learning paradigm.

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synthesize_or_not

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Tsururu is a Python-based library that provides a wide range of multi-series and multi-point-ahead prediction strategies, compatible with any underlying model, including neural networks.

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uplift-via-gbdt

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