A portal where different types of regressions using tensorflow.js can be played with!
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
LICENSE
README.md
index.html
sketch.js

README.md

Tensorflow.js Regression

An online canvas where we can interactively work with different types of Regression and two different types of Optimizer is along with it.
Types of regression:

  1. Linear Regression https://en.wikipedia.org/wiki/Linear_regression
  2. Binomial Regression https://en.wikipedia.org/wiki/Binomial_regression
  3. Trinomial Regression https://en.wikipedia.org/wiki/Multinomial_logistic_regression

Optimizer types:

  1. Stochaistic Gradient Decent (SGD) http://ruder.io/optimizing-gradient-descent/index.html#stochasticgradientdescent
  2. ADAM Optimizer https://machinelearningmastery.com/adam-optimization-algorithm-for-deep-learning/

For more information about Linear regression. Read this article
https://towardsdatascience.com/linear-regression-detailed-view-ea73175f6e86