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Stars525
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Global Org. Rank 23,093 (Top 8 %)
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Registered over 5 years ago
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Most used languagesPython53.8 %Jupyter Notebook38.5 %HTML3.8 %JavaScript1.9 %Makefile 1.9 %
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Location 🇷🇺 Russia
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Country Total Rank 530
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Country RankingMakefile 77Python111HTML448JavaScript2,643
Top repositories
1
EPDE
EPDE - partial differential equations discovery frameworkPython
59
2
torch_DE_solver
Combines power of torch, numerical methods to conquer and solve ALL {O,P}DEsPython
58
3
fedot-examples
The repository contains examples for the AutoML framework FEDOTJupyter Notebook
47
4
GAMLET
Framework for meta-optimisation in AutoML tasksJupyter Notebook
36
5
pytsbe
Tool for benchmarking automated time series forecasting algorithmsPython
33
6
nas-fedot
The implementation of the Neural Architecture Search based at the Fedot frameworkJupyter Notebook
32
7
meteotik
Module for processing reanalysis grids and comparative analysis of time series with meteorological parametersPython
21
8
oil-field-modelling
The toolbox for the oil fields modelling and analysis (oil forecasting, seismic slices classification, etc)Jupyter Notebook
21
9
fedot_electro_ts_case
The sources of the time-series forecasting real-world case with FEDOT.Jupyter Notebook
19
10
emergency_datahack_nss
The repository contains the data of the NSS lab team for the hackathon "Emergency DataHack"Jupyter Notebook
17
11
FEDOT.Algs
The realisations and examples of algorithms from FEDOT frameworkJupyter Notebook
13
12
AutoSWAN
The toolbox for the automated creation of the SWAN wind wave model configurationsPython
12
13
composite-flood-forecast
Code for paper "Short-term River Flood Forecasting using Composite Models and Automated Machine Learning: the Case Study of Lena River"Python
11
14
AgroCode-Hack-2022
The repository contains the data of the NSS lab team for the hackathon "AgroCode Hack 2022". The task was to analyze cow treatment data and to find the most ineffective treatment protocols.Jupyter Notebook
11
15
automl-crash-test
A repository with a table that not every framework can deal withPython
10
16
Fedot-TS-Benchmark
Benchmarking Fedot on timeseries forecasting tasksJupyter Notebook
8
17
LightObjRecEnsembler
The prototype of NAS tool for the object recognition tasksJupyter Notebook
7
18
neural_ode_paper
Code for paper "On choice of linear neural ODE representation for time-series learning" (under construction)Python
6
19
FEDOT-benchmarks
Comparison tool for the state-of-the-art AutoML frameworksPython
5
20
itmo-nss-team.github.io
The informational page of the Natural Systems Simulation LabHTML
5
21
cell-trap-design
The generative design for the structure of dissociated cell trapPython
4
22
algebrfun
Jupyter Notebook
4
23
GEFEST-paper-experiments
The experimental studies devoted to GEFEST framework
Makefile
4
24
breakwaters-evolutionary-optimisation
The repository of the software system for the multi-objective optimisation of breakwaters using an evolutionary approach and numerical wind wave simulationPython
4
25
rbc-traps-generative-design
The generative design for single red clood cell hydrodynamic traps using GEFEST frameworkPython
4
26
senne
Algorithm for spatial segmentation neural networks ensemblingPython
4
27
fedot-operations-integration
The repository contains the wrappers to launch FEDOT framework. The main goal: to compare the effectiveness of the implemented operationsPython
4
28
FEDOT.Miscellaneous
Various info about FEDOT frameworkJavaScript
4
29
data-driven-Floquet
Code for the paper "Data-driven approach for the Floquet propagator inverse problem solution"Python
4
30
SynthGenerator
Python
3
31
scientific-seminars
The matherials for research seminars of NSS Lab
3
32
fedot-performance-improvement-benchmark
Repository for "Improvement of Computational Performance for Evolutionary AutoML in Heterogeneous Environment" paperPython
3
33
EPDE_GECCO_experiments
Repository for storage of experiments with EPDE for GECCO-2023 paper "Comparison of Single- and Multi- Objective Optimization Quality for Evolutionary Equation Discover" in form of data and scripts.Python
3
34
CEC_2023_knowledge
Repo for paper "Directed differential equation discovery using modified mutation and cross-over operators" accepted for IEEECEC 2023 conference presentationPython
3
35
Epidemic_AutoML
Jupyter Notebook
3
36
golem-examples
Examples of applications of GOLEM frameworkJupyter Notebook
3
37
AIRI-hack
The repository contains the data of the NSS lab team for the hackathon "AIRI Molhack 2022". The task was to predict molecular energy using various molecular data.Jupyter Notebook
3
38
DS2024_SDE
Code for paper Stochastic differential equation discovery using evolutionary approach submitted to Discovery Science 2024 conferenceJupyter Notebook
3
39
EPDE_automated_knowledge
Repo for paper "Knowledge-awared equation discovery with automated knowledge extraction"Python
2
40
RockBurst.AI
Composite models for rockburst forecasting.Python
2
41
LANE-SI-AAAI23-workshop
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
2
42
DynamicModelDesign
Library for dynamic data-driven identification for supercomputer implementation of composite models under uncertaintyPython
2
43
aaai24_auto_topo
Python
2
44
EPDE_paper_experiments
Experiments and code examples on the comparison between EPDE and SINDy frameworks.Python
2
45
Mosaic_develop
{Work in progress} - Mosaic genereator for datasets. Works without any cuts or losses.Python
2
46
KLR2023_paper
Jupyter Notebook
2
47
ice-concentration-prediction-paper
The repository for the paper devoted to the ice concentration time-spatial fields prediction using CNN, PDE discovering and solving and Bayesian networksJupyter Notebook
2
48
GEFEST_sound_detection_paper_experiments
The experimental studies devoted to GEFEST framework.
2
49
hybrid-modelling-paper
The repository for the paper devoted to the hybrid modeling of environmental processes using composite modelsJupyter Notebook
2
50
DS2024_Active_Matter
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
2
51
OL2A_2023_gd_with_sa_paper
Repository for "Interpretable Structural Analysis for Evolutionary Generative Design of Coastal Breakwaters" paperJupyter Notebook
1
52
TSC-paper_experiments
Experiments for "Evolutionary automated machine learning approach for time series classification" paperPython
1
53
ProtoLLM
Framework for prototyping of LLM-bases applications
1
54
Solver-paper-for-AI4S
Python
1
55
DAN_Mathematics2023_paper
Репозиторий научной статьи "О задаче устойчивого поиска дифференциальных уравнений" в рамках трека «AI Journey Science» 2023.Jupyter Notebook
1