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@ITMO-NSS-team

Natural Systems Simulation Lab

Natural Systems Simulation Lab in ITMO University
README.md

Hi, this is NSS Lab

We are conduct a lot of AI/ML researches in different fields

Our laboratory is part of the Research Center for Strong Artificial Intelligence (ITMO University, Russia), which provides cutting-edge software and algorithmic solutions. We focus on natural systems simulations, generative design, data-driven modeling, automated machine learning, equation discovery, etc.

Also, we support the extension of scientific open source community (see ITMO.OpenSource). The information about on-going papers are available in open tracker.

Head of the lab - Alexander Hvatov alex_hvatov@itmo.ru.

Our social media are: tg, YouTube, colab.ws, landing page.

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  1. EPDE EPDE Public

    EPDE - partial differential equations discovery framework

    Python 57 3

  2. torch_DE_solver torch_DE_solver Public

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

    Python 55 8

  3. nas-fedot nas-fedot Public

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

    Jupyter Notebook 31 5

  4. fedot-examples fedot-examples Public

    The repository contains examples for the AutoML framework FEDOT

    Jupyter Notebook 47 14

  5. pytsbe pytsbe Public

    Tool for benchmarking automated time series forecasting algorithms

    Python 33

Repositories

Showing 10 of 61 repositories
  • torch_DE_solver Public

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

    ITMO-NSS-team/torch_DE_solver’s past year of commit activity
    Python 55 BSD-3-Clause 8 4 (4 issues need help) 0 Updated Jun 25, 2024
  • BIAM-Urb Public
    ITMO-NSS-team/BIAM-Urb’s past year of commit activity
    Jupyter Notebook 0 0 0 1 Updated Jun 25, 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/)

    ITMO-NSS-team/DS2024_Active_Matter’s past year of commit activity
    0 0 0 0 Updated Jun 25, 2024
  • DS2024_SDE Public

    Code for paper Stochastic differential equation discovery using evolutionary approach submitted to Discovery Science 2024 conference

    ITMO-NSS-team/DS2024_SDE’s past year of commit activity
    3 MIT 0 0 0 Updated Jun 25, 2024
  • EPDE_automated_knowledge Public

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

    ITMO-NSS-team/EPDE_automated_knowledge’s past year of commit activity
    Python 2 0 0 0 Updated Jun 20, 2024
  • EPDE Public

    EPDE - partial differential equations discovery framework

    ITMO-NSS-team/EPDE’s past year of commit activity
    Python 57 3 10 (1 issue needs help) 2 Updated Jun 11, 2024
  • itmo-nss-team.github.io Public

    The informational page of the Natural Systems Simulation Lab

    ITMO-NSS-team/itmo-nss-team.github.io’s past year of commit activity
    HTML 5 MIT 1 50 0 Updated Jun 5, 2024
  • pytsbe Public

    Tool for benchmarking automated time series forecasting algorithms

    ITMO-NSS-team/pytsbe’s past year of commit activity
    Python 33 BSD-3-Clause 0 9 (1 issue needs help) 1 Updated May 22, 2024
  • GAMLET Public

    Framework for meta-optimisation in AutoML tasks

    ITMO-NSS-team/GAMLET’s past year of commit activity
    Jupyter Notebook 35 BSD-3-Clause 0 18 (1 issue needs help) 6 Updated May 21, 2024
  • .github Public
    ITMO-NSS-team/.github’s past year of commit activity
    0 0 0 0 Updated May 15, 2024
View all repositories

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