Code

Sharing some machine learning code I wrote, some of which I used in my lectures for undergraduate and graduate courses.

Naive Bayes for sentiment analysis with text classification (in Python)

Submitted by erantone

on Thu, 12/10/2015 - 15:24

Programming Language:

Read more about Naive Bayes for sentiment analysis with text classification (in Python)

Batch and Stochastic Backpropagation implemented in Julia for XOR problem

Submitted by erantone

on Wed, 12/09/2015 - 16:54

Programming Language:

Read more about Batch and Stochastic Backpropagation implemented in Julia for XOR problem

Expectation Maximization in Julia (Finding the Means of a Mixture of two Gaussians)

Submitted by erantone

on Wed, 12/09/2015 - 10:35

Programming Language:

Read more about Expectation Maximization in Julia (Finding the Means of a Mixture of two Gaussians)

Logistic regression (linear separable classes) in Julia

Submitted by erantone

on Wed, 12/09/2015 - 09:43

Programming Language:

Read more about Logistic regression (linear separable classes) in Julia

Regression by Gradient descent with linear and polynomial hypotheses (in Julia)

Submitted by erantone

on Tue, 12/08/2015 - 16:48

Programming Language:

Read more about Regression by Gradient descent with linear and polynomial hypotheses (in Julia)

Powered by Drupal