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Use Python to touch BigData, MachineLearning and ArtificialIntelligence.

Version 1.2

DateTime
{
    import time
    print(time.strftime('%Y-%m-%d %H:%M:%S',
       time.localtime(time.time())))
}


Components

  • PythonBase
  • MachineLearning
  • KiggleContest

PythonBase

  • list
  • array
  • dataframe
  • modules&packages(os, numpy, pandas, sklearn etc.)

MachineLearning


Highlights

AfterPCA

Optdigits

Cluster1

Cluster2

FeatureSelection


Remarks

    For quickly starting Python, I recommend you to learn python多叉树 and python缓存模拟. However, it will be difficult to read the code before you know the background story. Reading Remarks.txt carefully until you can write some pseudo-code for solving problems.

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Use Python to touch BigData, MachineLearning and ArtificialIntelligence

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