Repositories list

• llm-agents-for-smartcities-paper

  Public
  Code and data for "LLM Agents for Smart City Management: Enhancing Decision Support through Multi-Agent AI Systems"

  Python

  •0•1•0•0•Updated Oct 22, 2024Oct 22, 2024

• EPDE

  Public
  EPDE - partial differential equations discovery framework

  differential-equationsautomated-modellingequation-discovery

  Python

  •

  Other

  •3•59•10•2•Updated Oct 22, 2024Oct 22, 2024

• GAMLET

  Public
  Framework for meta-optimisation in AutoML tasks

  automlmeta-learningfedot

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •0•37•18•6•Updated Oct 19, 2024Oct 19, 2024

• ProtoLLM

  Public
  Framework for prototyping of LLM-bases applications

  BSD 3-Clause "New" or "Revised" License

  •1•4•0•2•Updated Oct 18, 2024Oct 18, 2024

• MDPI_SDE

  Public
  A repository for Algorithm of stochastic differential equation discovery with evolutionary approach submitted to Algorithms MDPI jounral

  Jupyter Notebook

  •0•1•0•0•Updated Oct 15, 2024Oct 15, 2024

• torch_DE_solver

  Public
  Combines power of torch, numerical methods to conquer and solve ALL {O,P}DEs

  differential-equationsnumerical-methodsequation-solver

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •9•59•4•1•Updated Oct 14, 2024Oct 14, 2024

• itmo-nss-team.github.io

  Public
  The informational page of the Natural Systems Simulation Lab

  HTML

  •

  MIT License

  •1•5•48•0•Updated Sep 16, 2024Sep 16, 2024

• ROBUST_EPDE

  Public
  Program complex for robust training of models in the form of differential equations.

  Python

  •

  MIT License

  •0•0•0•0•Updated Sep 11, 2024Sep 11, 2024

• DS2024_Active_Matter

  Public
  Repository of the research article "Differential equation discovery of robotic swarm as active matter" in the 27th International Conference on Discovery Science 2024 (http://ds2024.isti.cnr.it/)

  HTML

  •0•2•0•0•Updated Sep 11, 2024Sep 11, 2024

• scientific-seminars

  Public
  The matherials for research seminars of NSS Lab

  researchseminars

  1•4•0•0•Updated Sep 6, 2024Sep 6, 2024

• EPDE_CTRL

  Public
  Framework for PINN-based reinforcement learning, where the environment is substituted with equation-based model.

  Python

  •

  MIT License

  •0•1•0•0•Updated Sep 2, 2024Sep 2, 2024

• nas-fedot

  Public
  The implementation of the Neural Architecture Search based at the Fedot framework

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •5•32•0•1•Updated Aug 12, 2024Aug 12, 2024

• SynthBenchmark

  Public
  0•0•0•0•Updated Aug 12, 2024Aug 12, 2024

• fedot-multi-modal-paper

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

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•0•0•0•Updated Jun 30, 2024Jun 30, 2024

• EPDE_automated_knowledge

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

  Python

  •0•2•0•0•Updated Jun 20, 2024Jun 20, 2024

• pytsbe

  Public
  Tool for benchmarking automated time series forecasting algorithms

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1•34•9•1•Updated May 22, 2024May 22, 2024

• .github

  Public
  0•0•0•0•Updated May 15, 2024May 15, 2024

• GEFEST_sound_detection_paper_experiments

  Public
  The experimental studies devoted to GEFEST framework.

  0•2•0•0•Updated May 6, 2024May 6, 2024

• aaai24_auto_topo

  Public
  Python

  •0•2•0•0•Updated Dec 31, 2023Dec 31, 2023

• fedot-examples

  Public
  The repository contains examples for the AutoML framework FEDOT

  examplesautomlnotebook-jupyter+ 1fedot

  Jupyter Notebook

  •14•49•2•0•Updated Dec 27, 2023Dec 27, 2023

• LANE-SI-AAAI23-workshop

  Public
  The repository for the workshop paper devoted to the ice concentration time-spatial fields prediction using LANE-SI (Lightweight Automated Neural Ensembling for Sea Ice) that uses ensemble of relatively simple deep learning models with different loss functions.

  Python

  •0•2•0•0•Updated Dec 18, 2023Dec 18, 2023

• Solver-paper-for-AI4S

  Public
  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•1•0•0•Updated Dec 10, 2023Dec 10, 2023

• AutoSWAN

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

  automationmodellingswan+ 1wind-waves

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1•12•1•0•Updated Sep 20, 2023Sep 20, 2023

• ice-concentration-prediction-paper

  Public
  The repository for the paper devoted to the ice concentration time-spatial fields prediction using CNN, PDE discovering and solving and Bayesian networks

  Jupyter Notebook

  •0•2•0•0•Updated Sep 19, 2023Sep 19, 2023

• DAN_Mathematics2023_paper

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

  Jupyter Notebook

  •0•1•0•0•Updated Sep 18, 2023Sep 18, 2023

• EPDE_paper_experiments

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

  Python

  •0•3•0•0•Updated Aug 29, 2023Aug 29, 2023

• KLR2023_paper

  Public
  Jupyter Notebook

  •0•3•0•0•Updated Jun 27, 2023Jun 27, 2023

• OL2A_2023_gd_with_sa_paper

  Public
  Repository for "Interpretable Structural Analysis for Evolutionary Generative Design of Coastal Breakwaters" paper

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •0•1•0•0•Updated Jun 23, 2023Jun 23, 2023

• algebrfun

  Public
  Jupyter Notebook

  •0•4•0•0•Updated May 26, 2023May 26, 2023

• CEC_2023_knowledge

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

  Python

  •0•3•0•0•Updated Apr 25, 2023Apr 25, 2023