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sparsel's Projects

communityalg icon communityalg

Algorithms and functions in Matlab for community detection in networks. Expands BrainConnectivity toolbox

communitydetectioncodes icon communitydetectioncodes

Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (survey on community detection algorithms)

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

darnn icon darnn

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

databook_python icon databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

ddea-se icon ddea-se

Offline data-driven evolutionary optimization using selective surrogate ensembles

deap icon deap

Distributed Evolutionary Algorithms in Python

decs icon decs

Source Code for Paper "Detecting the Evolving Community Structure in Dynamic Social Networks" WWWJ

dowhy icon dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

ecd icon ecd

Source Code for Paper "Evolutionary Community Detection in Dynamic Social Networks" IJCNN2019

em2mnr icon em2mnr

The MATLAB implementation of the EM2MNR and the test suite for multilayer network reconstruction problems.

emukit icon emukit

A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

evosax icon evosax

Evolution Strategies in JAX 🦎

fcmpy icon fcmpy

Fuzzy Cognitive Maps for Behavior Change Interventions and Evaluation

finder icon finder

FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)

fmtl icon fmtl

Federated Multi-Task Learning

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