AIM.club, ITMO University

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27 repositories

FEDOT
Public
Automated modeling and machine learning framework FEDOT
machine-learning automation genetic-programming hyperparameter-optimization evolutionary-algorithms multimodality automl automated-machine-learning parameter-tuning structural-learning
Python
•
BSD 3-Clause "New" or "Revised" License
•88•644•60•13•Updated Nov 12, 2024Nov 12, 2024
Fedot.Industrial
Public
Python framework for automated time series classification, regression and forecasting
machine-learning feature-extraction evolutionary-algorithms automl anomaly-detection time-series-classification fedot
TypeScript
•
BSD 3-Clause "New" or "Revised" License
•7•87•9•4•Updated Nov 12, 2024Nov 12, 2024
OCEANAI
Public
Algorithms for Intelligent Assessment of Human Personality Traits based on His Multimodal Data for ranking potential candidates to perform professional responsibilities
Python
•
BSD 3-Clause "New" or "Revised" License
•3•26•1•0•Updated Nov 11, 2024Nov 11, 2024
FEDOT.LLM
Public
LLM-based prototype for nexgen AutoML
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•1•7•0•2•Updated Nov 11, 2024Nov 11, 2024
SAMPO
Public
Open-source framework for adaptive manufacturing processes scheduling
optimization artificial-intelligence genetic-algorithms multiagent-planning metaheuristic-optimisation structure-optimization multicriteria-optimization
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•4•33•1•0•Updated Nov 3, 2024Nov 3, 2024
open-source-ops
Public
Полезные советы для open-source разработок (в том числе в области AI/ML)
github gitlab best-practices open-source
HTML
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BSD 3-Clause "New" or "Revised" License
•8•107•7•0•Updated Nov 2, 2024Nov 2, 2024
iOpt
Public
Framework of intelligent optimization methods iOpt
hyperparameter-optimization global-optimization global-optimization-algorithms parameter-tuning global-optimizers
Python
•
BSD 3-Clause "New" or "Revised" License
•24•52•1•1•Updated Nov 1, 2024Nov 1, 2024
foressment_lib
Public
AI-based assessment and forecasting of the state of complex technical objects.
assessment artificial-intelligence forecasting industrial-iot
Python
•
BSD 3-Clause "New" or "Revised" License
•1•4•0•0•Updated Oct 28, 2024Oct 28, 2024
ai-competency-model
Public
Модель профессиональных компетенций в области ИИ
best-practices ai-education
BSD 3-Clause "New" or "Revised" License
•1•19•2•0•Updated Oct 15, 2024Oct 15, 2024
BAMT
Public
Repository of a data modeling and analysis tool based on Bayesian networks
bayesian-networks structure-learning synthetic-data mixed-data parameters-learning
Python
•
BSD 3-Clause "New" or "Revised" License
•17•121•19•2•Updated Oct 14, 2024Oct 14, 2024
blocksnet
Public
Open library with tools for generation the city model and optimal requirements for future development with specified target parameters
digital-city-model urban-blocks landuse-optimization master-planning
Python
•
BSD 3-Clause "New" or "Revised" License
•12•26•1•0•Updated Oct 14, 2024Oct 14, 2024
Edulytica
Public
The purpose of the study is to automate the analysis of scientific and educational documents in the context of research works using LLM
Jupyter Notebook
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MIT License
•3•39•0•0•Updated Sep 23, 2024Sep 23, 2024
ODRS
Public
Recomendation System
recommendation-system ssd faster-rcnn object-detection image-augmentation-preprocessing yolov5 yolov7 yolov8
Python
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BSD 3-Clause "New" or "Revised" License
•0•28•1•0•Updated Sep 9, 2024Sep 9, 2024
rostok
Public
Rostok is an open source library which provides the framework for generative co-design of mechatronic and robotic systems.
robotics chrono generative-design
Python
•
BSD 3-Clause "New" or "Revised" License
•4•39•1•5•Updated Aug 13, 2024Aug 13, 2024
GOLEM
Public
Graph Optimiser for Learning and Evolution of Models
ai genetic-programming dag structure-learning graph-learning evolutionary-optimization
Python
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BSD 3-Clause "New" or "Revised" License
•7•62•53•10•Updated Aug 5, 2024Aug 5, 2024
GEFEST
Public
Toolbox for the generative design of geometrically-encoded physical objects using numerical modelling and evolutionary optimization
evolutionary-algorithms numerical-modelling topology-optimization generative-design
Python
•
BSD 3-Clause "New" or "Revised" License
•9•57•8•0•Updated Aug 2, 2024Aug 2, 2024
evoguess-ai
Public
Component for finding decomposition sets and estimating hardness of SAT instances.
sat-solver
Python
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MIT License
•0•8•0•0•Updated Jun 30, 2024Jun 30, 2024
AutoTM
Public
Automatic hyperparameters tuning for topic models (ARTM approach) using evolutionary algorithms
Python
•
BSD 3-Clause "New" or "Revised" License
•2•25•0•0•Updated Jun 9, 2024Jun 9, 2024
.github
Public
0•0•0•0•Updated May 23, 2024May 23, 2024
FEDOT.Web
Public
Graphic tool for the automated evolutionary design of composite models
gui interactive-visualizations automl fedot machine-learning
JavaScript
•
BSD 3-Clause "New" or "Revised" License
•5•37•7•1•Updated Mar 27, 2024Mar 27, 2024
Web-BAMT
Public
Online tool for Bayesian Networks
bayesian-networks
TypeScript
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BSD 3-Clause "New" or "Revised" License
•4•36•4•1•Updated Feb 28, 2024Feb 28, 2024
eXplain-NNs
Public
Library with XAI methods for NNs
nn xai
Python
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BSD 3-Clause "New" or "Revised" License
•3•46•2•0•Updated Feb 18, 2024Feb 18, 2024
asid
Public
AutoML tool for imbalanced and small tabular datasets
tabular-data generative-model automl imbalanced-learning small-dataset
Python
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BSD 3-Clause "New" or "Revised" License
•1•6•1•0•Updated Jan 31, 2024Jan 31, 2024
ReDKG
Public
Reinforcement learning on dynamic knowledge graphs
reinforcement-learning neural-network graph knowledge-graph graphneuralnetwork
Python
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BSD 3-Clause "New" or "Revised" License
•3•20•0•0•Updated Jan 22, 2024Jan 22, 2024
StableGNN
Public
Framework for autonomous learning of explainable graph neural networks
machine-learning explanation extrapolation pytorch graph-neural-networks
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•5•33•2•2•Updated Jan 20, 2024Jan 20, 2024
Polygon.Web
Public
Online tools for automated model evaluation
benchmark robustness ood-detection
HTML
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BSD 3-Clause "New" or "Revised" License
•0•1•0•0•Updated Dec 14, 2023Dec 14, 2023
ECG
Public
A library for assisting in diagnostics of heart conditions from ECG
ecg
Python
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BSD 3-Clause "New" or "Revised" License
•4•7•2•0•Updated Sep 5, 2023Sep 5, 2023