https://github.com/coding-ai/machine_learning_cpp

Machine Learning C++
https://github.com/coding-ai/machine_learning_cpp

algorithms cpp linear-models linear-regression linearregression linearregression-gradientdescent logistic-regression logistic-regression-algorithm machine-learning machine-learning-algorithms machinelearning machinelearning-cpp tutorials

Last synced: 6 days ago
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Machine Learning C++

• Host: GitHub
• URL: https://github.com/coding-ai/machine_learning_cpp
• Owner: coding-ai
• Created: 2020-09-27T16:08:06.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2023-04-29T20:46:02.000Z (over 1 year ago)
• Last Synced: 2024-05-01T15:33:57.546Z (7 months ago)
• Topics: algorithms, cpp, linear-models, linear-regression, linearregression, linearregression-gradientdescent, logistic-regression, logistic-regression-algorithm, machine-learning, machine-learning-algorithms, machinelearning, machinelearning-cpp, tutorials
• Language: Jupyter Notebook
• Homepage:
• Size: 396 KB
• Stars: 62
• Watchers: 4
• Forks: 20
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# Machine Learning with C++ Tutorial

In this repository, you can find all the code from my series of tutorials of Machine Learning with C++: [YouTube Playlist](https://www.youtube.com/watch?v=jKtbNvCT8Dc&list=PLNpKaH98va-FJ1YN8oyMQWnR1pKzPu-GI).

# Usage

Fork and clone/download the repository. 

## Linear Regression

To compile simply run the code:

`g++ -std=c++11 LinearRegression/LinearRegression.cpp ETL/ETL.cpp main/LinearRegression.cpp -o linregr`

To run and test:

`./linregr datasets/winedata.csv ","`

## Logistic Regression

To compile simply run the code:

`g++ -std=c++11 LogisticRegression/LogisticRegression.cpp ETL/ETL.cpp main/LogisticRegression.cpp -o logregr`

To run and test:

`./logregr datasets/adult_data.csv ","`