Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Probabilistic Generic Model and Gaussian Naive Bayes Model #60

Open
wants to merge 15 commits into
base: dev
Choose a base branch
from

Conversation

Alysson-Alves23
Copy link

  • Added abstract class for probabilistic machine learning models.
  • Implemented Gaussian model class assuming data follows a normal distribution.
  • Gaussian model includes methods for calculating mean, variance, and probability density function (PDF).
  • Supports parameter estimation from data for predictive tasks.
  • Added Gaussian Naive Bayes class for classification tasks with continuous features.

@Alysson-Alves23 Alysson-Alves23 changed the title A generic Probabilistic Generic Model and Gaussian Naive Bayes Model Oct 18, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants