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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 59 3

  2. torch_DE_solver torch_DE_solver Public

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

    Python 59 9

  3. nas-fedot nas-fedot Public

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

    Jupyter Notebook 32 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 34 1

Repositories

Showing 10 of 64 repositories
  • ProtoLLM Public

    Framework for prototyping of LLM-bases applications

    ITMO-NSS-team/ProtoLLM’s past year of commit activity
    4 BSD-3-Clause 1 0 2 Updated Sep 17, 2024
  • EPDE Public

    EPDE - partial differential equations discovery framework

    ITMO-NSS-team/EPDE’s past year of commit activity
    Python 59 3 10 (1 issue needs help) 2 Updated Sep 16, 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 49 0 Updated Sep 16, 2024
  • ROBUST_EPDE Public

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

    ITMO-NSS-team/ROBUST_EPDE’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 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/)

    ITMO-NSS-team/DS2024_Active_Matter’s past year of commit activity
    HTML 2 0 0 0 Updated Sep 11, 2024
  • scientific-seminars Public

    The matherials for research seminars of NSS Lab

    ITMO-NSS-team/scientific-seminars’s past year of commit activity
    4 1 0 0 Updated Sep 6, 2024
  • 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 59 BSD-3-Clause 9 4 (4 issues need help) 3 Updated Sep 4, 2024
  • EPDE_CTRL Public

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

    ITMO-NSS-team/EPDE_CTRL’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Sep 2, 2024
  • nas-fedot Public

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

    ITMO-NSS-team/nas-fedot’s past year of commit activity
    Jupyter Notebook 32 BSD-3-Clause 5 0 1 Updated Aug 12, 2024
  • SynthBenchmark Public
    ITMO-NSS-team/SynthBenchmark’s past year of commit activity
    0 0 0 0 Updated Aug 12, 2024
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