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Machine learning algorithms done from scratch in Python with Numpy/Scipy

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ml_algorithms

Machine learning algorithms done in Python

Dimensionality reduction

  • PCA
  • Kernel PCA (rbf, polynomial, sigmoid kernels)

Clustering

  • K-means
  • Kernel K-means