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DLearn-Astro

Implementation of supervised and unsupervised machine learning algorithms to analyze and classify modified SDSS data obtained from the Physics and Astronomy department. Examples of algos used:

  • Apriori
  • Bayesian Networks
  • Ensemble Methods
  • Logistic Regression
  • KNeighbors
  • Support Vector Machines with linear and RBF kernels

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Parallelized n-body simulation for galaxy dynamics using the Barnes-Hut tree algorithm.

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