Repositories list

• Open-Source-Advisor

  Public
  Tool that just makes your open source project better using LLM agents

  open-sourcecode-analysisscientific-software+ 2code-improvementllm

  Python

  •

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

  •4•25•15•3•Updated Mar 25, 2025Mar 25, 2025

• EPDE

  Public
  EPDE - partial differential equations discovery framework

  differential-equationsautomated-modellingequation-discovery

  Python

  •

  Other

  •5•63•10•2•Updated Mar 24, 2025Mar 24, 2025

• 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

  •10•59•4•5•Updated Mar 24, 2025Mar 24, 2025

• MetaSelect

  Public
  Jupyter Notebook

  •1•3•0•0•Updated Mar 20, 2025Mar 20, 2025

• ICCS_SDE

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

  Python

  •0•3•0•0•Updated Mar 12, 2025Mar 12, 2025

• RockBurst.AI

  Public
  Composite models for rockburst forecasting.

  Python

  •

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

  •1•3•0•0•Updated Feb 27, 2025Feb 27, 2025

• 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

  •2•4•0•0•Updated Feb 19, 2025Feb 19, 2025

• scientific-seminars

  Public
  The matherials for research seminars of NSS Lab

  researchseminars

  2•4•0•0•Updated Feb 19, 2025Feb 19, 2025

• pytsbe

  Public
  Tool for benchmarking automated time series forecasting algorithms

  Python

  •

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

  •1•34•9•1•Updated Feb 6, 2025Feb 6, 2025

• itmo-nss-team.github.io

  Public
  The informational page of the Natural Systems Simulation Lab

  HTML

  •

  MIT License

  •1•4•49•0•Updated Feb 3, 2025Feb 3, 2025

• sea_ice_transformers

  Public
  This repository contains code for the research of transformer effectiveness for spatio-temporal forecasting task in comparison with 3d and 2d CNN models. The experiments was set up for sea ice concentration long-term prediction in Arctic seas.

  Python

  •0•3•0•0•Updated Jan 29, 2025Jan 29, 2025

• ROBUST_EPDE

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

  Python

  •

  MIT License

  •0•1•0•0•Updated Dec 13, 2024Dec 13, 2024

• GAMLET

  Public
  Framework for meta-optimisation in AutoML tasks

  automlmeta-learningfedot

  Jupyter Notebook

  •

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

  •0•38•18•7•Updated Nov 25, 2024Nov 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/)

  HTML

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

  •6•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

  •1•1•0•1•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

• .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•50•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•11•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