https://github.com/wilbertharriman/fp-growth

FP Growth data mining algorithm implementation in C++
https://github.com/wilbertharriman/fp-growth

fp-growth

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FP Growth data mining algorithm implementation in C++

• Host: GitHub
• URL: https://github.com/wilbertharriman/fp-growth
• Owner: wilbertharriman
• Created: 2021-05-06T09:24:06.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-12-17T09:03:20.000Z (about 3 years ago)
• Last Synced: 2024-10-31T10:09:17.531Z (2 months ago)
• Topics: fp-growth
• Language: C++
• Homepage:
• Size: 8.79 KB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# FP-Growth

## What is FP-Growth?

FP-growth is an improved version of the Apriori Algorithm widely used for frequent pattern mining in data. It is used as an analytical process to find association in dataset. For example, grocery store transactions might tell us that people tend to buy chips and beer together.

## Usage

```bash

g++ -std=c++11 -o fpgrowth FPGrowth.cpp

./fpgrowth [min support] [input file] [output file]

```

## Example

```bash

g++ -std=c++11 -o fpgrowth FPGrowth.cpp

./fpgrowth 0.2 sample.txt out.txt

```

## References

- https://towardsdatascience.com/understand-and-build-fp-growth-algorithm-in-python-d8b989bab342

- https://towardsdatascience.com/fp-growth-frequent-pattern-generation-in-data-mining-with-python-implementation-244e561ab1c3