LilyEvansHogwarts / Programming-Collective-Intelligence

集体编程智慧(Programming Collective Intelligence)

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Programming Collective Intelligence

Programming Collective Intelligence

Contents

  • chapter1: Introduction to Collective Intelligence
  • chapter2: Making Recommendations
  • chapter3: Discovering Groups
  • chapter4: Searching and Ranking
  • chapter5: Optimization
  • chapter6: Document Filtering
  • chapter7: Modeling with Decision Trees
  • chapter8: Building Price Models
  • chapter9: Advanced Classification: Kernel Methods and SVMs
  • chapter10: Finding Independent Features
  • chapter11: Evolving Intelligence
  • chapter12: Algorithm Summary

Requirement

  • python

further programming

  • chapter11: simplify the generated tree programs

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集体编程智慧(Programming Collective Intelligence)


Languages

Language:Python 98.6%Language:Perl 0.8%Language:Shell 0.7%