GitHub - nichtey/SKML: This skyrmion machine learning (SKML) repository contains machine learning algorithms to charaterise the magnetic properties of multi-stack thin film materials. It involves unsupervised (Principal Component Analysis) and supervised (Support Vector Regression) learning techniques.

nichtey / SKML Public

This skyrmion machine learning (SKML) repository contains machine learning algorithms to charaterise the magnetic properties of multi-stack thin film materials. It involves unsupervised (Principal Component Analysis) and supervised (Support Vector Regression) learning techniques.

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Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
1-Generation of sims		1-Generation of sims
2-Data processing		2-Data processing
3-SVR		3-SVR
4-Misc Scripts		4-Misc Scripts
Getting_Started		Getting_Started
Recon_EF_Proj_samples		Recon_EF_Proj_samples
Sample Simulations 33D		Sample Simulations 33D
Eigen_projection_graph.xlsx		Eigen_projection_graph.xlsx
Summary.pptx		Summary.pptx
reference_img.png		reference_img.png