https://github.com/douglasrizzo/machine_learning

Machine Learning algorithms in C++
https://github.com/douglasrizzo/machine_learning

algorithm kmeans knn linear-discriminant-analysis machine-learning neural-networks principal-component-analysis reinforcement-learning

Last synced: 17 days ago
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Machine Learning algorithms in C++

• Host: GitHub
• URL: https://github.com/douglasrizzo/machine_learning
• Owner: douglasrizzo
• License: gpl-3.0
• Created: 2017-09-15T16:18:48.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2020-04-03T18:25:59.000Z (over 4 years ago)
• Last Synced: 2024-10-07T20:41:04.543Z (about 1 month ago)
• Topics: algorithm, kmeans, knn, linear-discriminant-analysis, machine-learning, neural-networks, principal-component-analysis, reinforcement-learning
• Language: C++
• Size: 5.28 MB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Machine Learning algorithms in C++

This repository contains a collection of machine learning algorithms implemented in C++. As of now, the following algorithms are available:

* k-nearest neighbors;

* principal component analysis;

* linear discriminant analysis;

* multi-layer perceptron;

* naïve Bayes classifier;

* k-means;

* least-squares.

There is also an implementation of a grid world, which can be solved by the following reinforcement learning algorithms:

* policy iteration;

* value iteration;

* Monte Carlo Estimating Starts (ES);

* Sarsa;

* Q-learning.