Skip to content

@ITMO-NSS-team Natural Systems Simulation Lab

Change the repository type filter

All

    Repositories list

    66 repositories

    • Open-Source-Advisor

      Public
      Tool that just makes your open source project better
      Python
      •
      MIT License
      •0•3•1•0•Updated Nov 18, 2024Nov 18, 2024

    • ProtoLLM

      Public
      Framework for prototyping of LLM-based applications [under development]
      ragllmllm-agents
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•5•0•0•Updated Nov 12, 2024Nov 12, 2024

    • EPDE

      Public
      EPDE - partial differential equations discovery framework
      differential-equationsautomated-modellingequation-discovery
      Python
      •
      Other
      •3•60•10•2•Updated Nov 5, 2024Nov 5, 2024

    • ROBUST_EPDE

      Public
      Program complex for robust training of models in the form of differential equations.
      Python
      •
      MIT License
      •0•1•0•0•Updated Nov 2, 2024Nov 2, 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•2•Updated Oct 30, 2024Oct 30, 2024

    • 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

    • 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

    • MDPI_SDE

      Public
      A repository for Algorithm of stochastic differential equation discovery with evolutionary approach submitted to Algorithms MDPI jounral
      Jupyter Notebook
      •0•2•0•0•Updated Oct 15, 2024Oct 15, 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

    • 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•2•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-jupyterfedot
      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
      automationmodellingswanwind-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