AIM.club, ITMO University

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32 repositories

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
Python
•
BSD 3-Clause "New" or "Revised" License
•10•88•8•1•Updated Oct 31, 2025Oct 31, 2025
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
•6•34•1•4•Updated Oct 31, 2025Oct 31, 2025
OSA
Public
Tool that just makes your open source project better using LLM agents
open-source code-analysis scientific-software code-improvement llm repository-improvement
Python
•
BSD 3-Clause "New" or "Revised" License
•12•114•47•3•Updated Oct 30, 2025Oct 30, 2025
AutoTM
Public
Automatic hyperparameters tuning for topic models (ARTM approach) using evolutionary algorithms
Python
•
BSD 3-Clause "New" or "Revised" License
•3•27•0•1•Updated Oct 30, 2025Oct 30, 2025
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
•19•38•3•0•Updated Oct 29, 2025Oct 29, 2025
ProtoLLM
Public
Framework for prototyping of LLM-based applications
rag llm llm-agents
Python
•
BSD 3-Clause "New" or "Revised" License
•9•22•5•3•Updated Oct 24, 2025Oct 24, 2025
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
machine-learning automation ai llm
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•7•50•30•2•Updated Oct 21, 2025Oct 21, 2025
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
•89•697•64•10•Updated Oct 14, 2025Oct 14, 2025
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
•22•133•19•6•Updated Oct 12, 2025Oct 12, 2025
FEDOT.LLM
Public
LLM-based prototype for nexgen AutoML
automl fedot llm
Python
•
BSD 3-Clause "New" or "Revised" License
•2•12•1•0•Updated Oct 9, 2025Oct 9, 2025
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•56•1•0•Updated Oct 9, 2025Oct 9, 2025
protollm-api
Public
A framework for creating a single entry point for LLM requests
Python
•
BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Oct 7, 2025Oct 7, 2025
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
•7•50•1•0•Updated Sep 16, 2025Sep 16, 2025
FEDOT.Web
Public
Graphic tool for the automated evolutionary design of composite models
machine-learning gui interactive-visualizations automl fedot
JavaScript
•
BSD 3-Clause "New" or "Revised" License
•6•38•7•1•Updated Aug 13, 2025Aug 13, 2025
GOLEM
Public
Graph Optimiser for Learning and Evolution of Models
ai genetic-programming dag structure-learning graph-learning evolutionary-optimization
Python
•
BSD 3-Clause "New" or "Revised" License
•11•70•51•9•Updated Jul 16, 2025Jul 16, 2025
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
•10•65•8•0•Updated Jun 24, 2025Jun 24, 2025
eXplain-NNs
Public
Library with XAI methods for NNs
nn xai
Python
•
BSD 3-Clause "New" or "Revised" License
•4•44•2•0•Updated Jun 11, 2025Jun 11, 2025
protollm-sdk
Public
Lib for prototyping of LLM-based applications, including for the protollm framework
Python
•
BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated May 21, 2025May 21, 2025
open-source-ops
Public
Полезные советы для open-source разработок (в том числе в области AI/ML) от сообщества ITMO OpenSource
github open-source gitlab best-practices
HTML
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BSD 3-Clause "New" or "Revised" License
•9•131•7•0•Updated Feb 27, 2025Feb 27, 2025
StableGNN
Public
Framework for autonomous learning of explainable graph neural networks
machine-learning pytorch explanation extrapolation graph-neural-networks
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•7•34•2•0•Updated Feb 3, 2025Feb 3, 2025
expert-hr
Public
Intelligent recruitment platform
ai ml hr expert llm
Python
•
BSD 3-Clause "New" or "Revised" License
•0•2•0•0•Updated Jan 21, 2025Jan 21, 2025
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
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•4•45•1•5•Updated Jan 20, 2025Jan 20, 2025
evoguess-ai
Public
Component for finding decomposition sets and estimating hardness of SAT instances.
sat-solver
Python
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MIT License
•1•9•0•0•Updated Jan 17, 2025Jan 17, 2025
ReDKG
Public
Reinforcement learning on dynamic knowledge graphs
reinforcement-learning neural-network graph knowledge-graph graphneuralnetwork
Python
•
BSD 3-Clause "New" or "Revised" License
•4•28•0•0•Updated Jan 15, 2025Jan 15, 2025
asid
Public
AutoML tool for imbalanced and small tabular datasets
tabular-data generative-model automl imbalanced-learning small-dataset
Python
•
BSD 3-Clause "New" or "Revised" License
•2•5•1•0•Updated Jan 15, 2025Jan 15, 2025
ai-competency-model
Public
Модель профессиональных компетенций в области ИИ
best-practices ai-education
BSD 3-Clause "New" or "Revised" License
•4•27•2•0•Updated Jan 15, 2025Jan 15, 2025
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
•5•11•2•0•Updated Jan 15, 2025Jan 15, 2025
foressment_lib
Public
AI-based assessment and forecasting of the state of complex technical objects.
assessment artificial-intelligence forecasting industrial-iot
Python
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BSD 3-Clause "New" or "Revised" License
•1•4•0•0•Updated Jan 14, 2025Jan 14, 2025
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•30•0•0•Updated Dec 23, 2024Dec 23, 2024
.github
Public
0•0•0•0•Updated May 23, 2024May 23, 2024