Worm, cluster, heatbath and Metropolis algorithm for the 2D Ising Model, 3D XY model and 2D XY model. C++ implementations. The codes compute the energy, specific heat, magnetic susceptibility, vortex density, etc. Descriptions to use the codes included.
K-Means based Cluster algorithm where I have clustered the data based on (Class distribution: 357 benign, 212 malignant) in the best possible k
Simple K-Means algorithm implementation in vanilla Python for educational purposes
A highly modular simulation framework of Monte-Carlo methods, based on the Ising Model in a 2D spin lattice. Producing results for the macroscopic properties of the system via simulation and bootstrapping. A few commonly used algorithms are built-in. Model generalizations and additional algorithms can be implemented.
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