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Pattern Recognition WiSe2017/18

This Repository is created to push the solutions and discuss about it.

Group Members

  • Mohammadali Ghasemi
  • Can Yuce
  • Chu-I Chao
  • Neng Qian
  • Valeriia Volkovaia
  • Vanik Karslian

Project 1

  • Plotting 2D Data
  • Fitting Normal Distribution on 1D Data
  • Fitting Weibull Distribution on 2D Data
  • Drawing Unit Circle and Prove why p=1/2 is not a Norm
  • Estimating the dimension of Fractal Objects in an image

Project 2

  • Least squares regression for missing value prediction
  • Conditional expectation for missing value prediction
  • Bayesian regression for missing value prediction
  • Boolean functions and the Boolean Fourier transform
  • Nearest Neighbor Classifier
  • Computing a kD-tree

Project 3

  • Fun with k-means clustering
  • Spectral Clustering
  • Dimensionality Reduction
  • Non-monotonous Neurons
  • Exploring numerical instabilities

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