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aaai24_auto_topo

agrocode-hack-2022

The repository contains the data of the NSS lab team for the hackathon "AgroCode Hack 2022". The task was to analyze cow treatment data and to find the most ineffective treatment protocols.

airi-hack

The repository contains the data of the NSS lab team for the hackathon "AIRI Molhack 2022". The task was to predict molecular energy using various molecular data.

algebrfun

anomaliesdetector

Anomalies Detection in Metocean Simulation Results Framework

automl-crash-test

A repository with a table that not every framework can deal with

autoswan

The toolbox for the automated creation of the SWAN wind wave model configurations

biam-urb

breakwaters-evolutionary-optimisation

The repository of the software system for the multi-objective optimisation of breakwaters using an evolutionary approach and numerical wind wave simulation

cec_2023_knowledge

Repo for paper "Directed differential equation discovery using modified mutation and cross-over operators" accepted for IEEECEC 2023 conference presentation

cell-trap-design

The generative design for the structure of dissociated cell trap

composite-flood-forecast

Code for paper "Short-term River Flood Forecasting using Composite Models and Automated Machine Learning: the Case Study of Lena River"

dan_mathematics2023_paper

Репозиторий научной статьи "О задаче устойчивого поиска дифференциальных уравнений" в рамках трека «AI Journey Science» 2023.

data-driven-floquet

Code for the paper "Data-driven approach for the Floquet propagator inverse problem solution"

deadline-driven-surrogate-optimisation

The deadline-driven surrogate assisted algorithm with dynamic fidelity for SWAN model

dynamicmodeldesign

Library for dynamic data-driven identification for supercomputer implementation of composite models under uncertainty

emergency_datahack_nss

The repository contains the data of the NSS lab team for the hackathon "Emergency DataHack"

epde

EPDE - partial differential equations discovery framework

epde_automated_knowledge

Repo for paper "Knowledge-awared equation discovery with automated knowledge extraction"

epde_gecco_experiments

Repository for storage of experiments with EPDE for GECCO-2023 paper "Comparison of Single- and Multi- Objective Optimization Quality for Evolutionary Equation Discover" in form of data and scripts.

epde_paper_experiments

Experiments and code examples on the comparison between EPDE and SINDy frameworks.

epidemic_automl

fedot-benchmarks

Comparison tool for the state-of-the-art AutoML frameworks

fedot-examples

The repository contains examples for the AutoML framework FEDOT

fedot-multi-modal-paper

The repository devoted to the experimens with multi-modal AutoML.

fedot-operations-integration

The repository contains the wrappers to launch FEDOT framework. The main goal: to compare the effectiveness of the implemented operations

fedot-performance-improvement-benchmark

Repository for "Improvement of Computational Performance for Evolutionary AutoML in Heterogeneous Environment" paper

fedot-ts-benchmark

Benchmarking Fedot on timeseries forecasting tasks

fedot.algs

The realisations and examples of algorithms from FEDOT framework