mamun41's repositories
Sparse-Generalized-Correlation-Analysis_great-tutorial
MATLAB and R Code for sparse GCA
KuramotoParameters_syn
Python code for calculating the two Kuramoto parameters for measuring synchrony in oscillators
classify_chimeras
Classify chimera states based on correlation measures.
kuramoto_chimera
Chimera states in nonlocally-coupled phase oscillators
The-Kuramoto-Model-of-Social-Interactions_m
This is a python implementation of Kuramoto model with adaptive rewiring. Adaptive rewiring is meant to simulate the ebb and flow of social interactions.
MeanFieldKuramotoModel_m
Simple stochastic integrator for the mean field Kuramoto model.
kuramoto-1
kuramoto model with and without added noise
mamun41
Config files for my GitHub profile.
MLKM_multiOscillator_ML
Machine learning approaches for the Kuramoto's multi-oscillators system
ADTransitions
Estimating transition probabilities in a multi-state model for Alzheimer's Disease (AD)
multiScalePIVanalysis
PIV-based tools for measuring collective cell migration
SBD_networkOscillator_concept
A simple algorithm that finds a simultaneous block diagonalization of multiple matrices through the eigendecomposition of a single matrix.
net-sync-sym
Finding the finest simultaneous block diagonalization of multiple matrices by sequentially exploring invariant subspaces under matrix multiplications. Applications include the efficient analysis of arbitrary synchronization patterns in complex networks.
MOMA
MOMA: A Multi-task Attention Learning Algorithm for Multi-omics Data Interpretation and Classification
fuzzy-c-means_niceOne
Video link: https://www.youtube.com/watch?v=FA-hJBu5Bkc
Awesome-VAEs
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
disorder_sync_m
Exploring the effect of random oscillator heterogeneity on network synchronization.
Reproducible-DNB-downstream-analysis
This repository contains colorectal cancer single cell transcriptome expression matrix data, pre-processing process; and visual analysis of downstream DNB genes, etc.
Kuramoto-visualization
Kuramoto Model Visualizations
Gray-Scott-Reaction-Diffusion_1
MATLAB script used to generate Gray-Scott reaction-diffusion models
gray-scott_4
implementation of the gray-scott model
bio-cca
Code accompanying the paper "A biologically plausible neural network for multi-channel Canonical Correlation Analysis"