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Code lab for machine learning. Including Least Square Method,Gradient Descent,Newton's Method,Hierarchy Cluster,KNN,Markov,Adaboost,Random Number Generation(all kinds of distributions),N Sigma outlier...

Demo list

  • Least Square Method.
  • Gradient Descent
  • Newton's Method
  • Hierarchy Cluster
  • KNN
  • Markov
  • Adaboost
  • Random Number Generation(all kinds of distributions)
  • N Sigma outlier detection
  • outlier detection based on median
  • FFT outlier detection
  • DBSCAN
  • Kmeans
  • Naive Bayes
  • perceptron
  • reinforcement learning