AlgoMathITMO

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26 repositories

Migration-forecasting
Public
Forecasting population migration in small settlements using generative models in conditions of data scarcity
migration smart-cities forecasting-models synthetic-data migration-balance migration-forecasting small-cities
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Sep 2, 2024Sep 2, 2024
TRGAN
Public
TRGAN: A Time-Dependent Generative Adversarial Network for Synthetic Transactional Data Generation
gan transactions synthetic conditional-generation transactional-data synthetic-transactions synthetic-time-generation transactions-generation dcl-process
Jupyter Notebook
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MIT License
•4•3•0•0•Updated May 20, 2024May 20, 2024
JDFlow
Public
🧑🏻‍💻 Multivariate Time Series Modelling with Neural SDE driven by Jump Diffusion
Jupyter Notebook
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MIT License
•2•0•0•0•Updated Apr 24, 2024Apr 24, 2024
RNF30029
Public
Jupyter Notebook
•0•1•0•0•Updated Jan 11, 2024Jan 11, 2024
CLSGAN
Public
Synthetic financial time series generation with regime clustering
gan data-generation synthetic-data change-point-detection financial-timeseries-data normalising-flows synthetic-timeseries time-series-generation regime-clustering synthetic-time-series
Jupyter Notebook
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MIT License
•5•10•1•0•Updated Jan 7, 2024Jan 7, 2024
Divide_et_Impera
Public
Модуль инкрементального обучения моделей нестационарных финансовых процессов.
1•0•0•0•Updated Dec 9, 2022Dec 9, 2022
MetaSieve
Public
meta-learning performance-complexity-tradeoff forecasting-quality dataset-dichotomy time-series lstm forecasting
Jupyter Notebook
•1•0•0•0•Updated Dec 9, 2022Dec 9, 2022
DPRank
Public
This repository provides an implementation of algorithmic support for dynamic pricing based on surrogate ticket demand modeling for a passenger rail company on open data.
open-data trains differential-evolution optimization-algorithms incremental-learning dynamic-pricing trains-problem trains-information optimization-problem surrogate-modeling
Jupyter Notebook
•5•3•0•0•Updated Nov 9, 2022Nov 9, 2022
SynEvaRecSimulator
Public
The public repo of experiments from paper "Performance Ranking of Recommender Systems on Simulated Data" by Stavinova et al.
simulation modeling recommender-system performance-evaluation synthetic-data-generation
Jupyter Notebook
•0•1•1•0•Updated Sep 22, 2022Sep 22, 2022
SynEvaRec
Public
A Framework for Evaluating Recommender Systems on Synthetic Data Classes
recommender-system synthetic-data-generation recommendation-quality
Jupyter Notebook
•2•0•0•0•Updated Sep 21, 2022Sep 21, 2022
Strat-mETA
Public
genetic-programming evolutionary-algorithms machine-learning-theory deep-learning dataset
Jupyter Notebook
•0•3•1•0•Updated Sep 20, 2022Sep 20, 2022
AlgoMathITMO.github.io
Public
HTML
•0•0•0•0•Updated Sep 19, 2022Sep 19, 2022
link_prediction
Public
Inferring link predictability classes in complex networks.
quality-control feature-selection predictability link-prediction node-attributed-network
Jupyter Notebook
•2•1•0•0•Updated Aug 31, 2022Aug 31, 2022
Forecasting-railway-ticket-demand-with-search-query
Public
Forecasting passenger demand for railway tickets using open data
monte-carlo lstm forecasting arima open-datasets sarimax sarima arimax railway-ticket mv-lstm
Jupyter Notebook
•2•3•0•0•Updated Jul 25, 2022Jul 25, 2022
data-aug
Public
Jupyter Notebook
•1•1•0•0•Updated Jun 20, 2022Jun 20, 2022
Predictability-with-dynamic-graph
Public
Online time series predictability evaluation by means of graph neural network.
Jupyter Notebook
•1•0•0•0•Updated Jun 7, 2022Jun 7, 2022
Dynamic-classifier
Public
Dynamic classifier for estimating the predictability of client's transactional behaviour
predictability incremental-learning transactional-data
Jupyter Notebook
•0•2•0•0•Updated Jan 31, 2022Jan 31, 2022
weight_based_model
Public
Analyzis of structure-attributes correlation affect on clustering quality in node-attributed social networks.
community-detection attributed-networks weight-based-fusion-model clustering-quality
Jupyter Notebook
•1•0•0•0•Updated Oct 22, 2021Oct 22, 2021
modulairty_research
Public
Composite modularity and parameter tuning in the Weight-Based Fusion Model for community detection in node-attributed social networks.
community-detection modularity parameter-tuning node-attributed-social-network weight-based-fusion-model
Jupyter Notebook
•1•0•0•0•Updated Oct 22, 2021Oct 22, 2021
predictability-classes
Public
Predictability classes for forecasting bank clients behavior by transactional data.
predictability event-forecasting transactional-data
Python
•2•1•0•0•Updated Oct 22, 2021Oct 22, 2021
Timesergraph
Public
Time series analysis by means of graph network
time-series predictability transition-graph
Jupyter Notebook
•1•0•0•0•Updated Oct 13, 2021Oct 13, 2021
rzd-fares-analysis
Public
HTML
•0•0•0•0•Updated Aug 23, 2021Aug 23, 2021
public-transport-network
Public
Analysis of public transportation systems using network science.
network-topology role-discovery social-infrastructure public-transport-networks node-attributed-network network-node-classification
Jupyter Notebook
•0•0•0•0•Updated Aug 19, 2021Aug 19, 2021
Leiden-WBFM
Public
A well-tunable Leiden-based algorithm implementing the WBFM.
Jupyter Notebook
•1•0•0•0•Updated Aug 18, 2021Aug 18, 2021
cashback-calculator
Public
financial-technology cashback-optimisation piecewise-linear-programming
Jupyter Notebook
•0•0•0•0•Updated Jun 28, 2021Jun 28, 2021
mortgage-loan-forecasting
Public
Forecasting the volume of mortgage loans with open Internet data in the period of noticeable changes in the Russian mortgage market.
time-series-forecasting mortgage-loans residential-real-market open-internet-data
Python
•0•0•0•0•Updated Jun 18, 2021Jun 18, 2021