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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

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A portal where different types of regressions using tensorflow.js can be played with!

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