https://github.com/prakharchoudhary/smartsystems

https://github.com/prakharchoudhary/smartsystems

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/prakharchoudhary/smartsystems
• Owner: prakharchoudhary
• License: mit
• Created: 2017-07-31T17:27:30.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-09-29T11:43:20.000Z (over 7 years ago)
• Last Synced: 2025-01-01T07:16:07.963Z (about 2 months ago)
• Language: Python
• Size: 509 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# SmartSystems

## Introduction

- It is a collection of several smart programs, present in the book "Programming Collective Intelligence" by O'reilly publications.

- The programs are present with explanation to code adjacent to the code. This ensures they are understandable to anyone from beginner to professional.

## Content

1. Making Recommendation

2. Discovering Groups

3. Searching and Ranking

4. Optimization

5. Documnet Filtering

6. Modeling with Decision Trees

7. Building Price Models

8. Advanced Classification: Kernel Methods and SVMs

9. Finding Independent Features

10. Evolving Intelligence

11. Algorithm Summary