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antmarakis/Machine-Learning: A collection of Machine Learning algorithms in Pyth ...

原作者: [db:作者] 来自: 网络 收藏 邀请

开源软件名称(OpenSource Name):

antmarakis/Machine-Learning

开源软件地址(OpenSource Url):

https://github.com/antmarakis/Machine-Learning

开源编程语言(OpenSource Language):

Python 100.0%

开源软件介绍(OpenSource Introduction):

Machine-Learning

A (WIP) list of Machine Learning algorithms in Python + tutorials with Keras. Currently includes the following:

Keras

Classifiers

  • k-Nearest Neighbors (Blog Post)

  • Perceptron (Theory, Implementation)

  • Least Squares

    • Requires numpy

    • Includes plotting, which requires matplotlib

  • Naive Bayes Classifier (Categorical, Numerical)

    • Includes Categorical and Numerical classifiers
  • Neural Network (Tutorial)

    • Requires numpy

    • Includes plotting, which requires matplotlib

Clustering

  • kMeans (Standard)

    • Includes plotting, which requires matplotlib

    • Includes both the online (or sequential) kMeans and the standard (or iterative) algorithm.

Pattern Recognition

  • Viterbi Algorithm (for Hidden Markov Models)

  • Edit Distance Algorithm




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