Tensorflowregression
A portal where different types of regressions using tensorflow.js can be played with!
Install / Use
/learn @ck090/TensorflowregressionREADME
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. <br> Types of regression: <br>
- Linear Regression https://en.wikipedia.org/wiki/Linear_regression
- Binomial Regression https://en.wikipedia.org/wiki/Binomial_regression
- Trinomial Regression https://en.wikipedia.org/wiki/Multinomial_logistic_regression
Optimizer types:
- Stochaistic Gradient Decent (SGD) http://ruder.io/optimizing-gradient-descent/index.html#stochasticgradientdescent
- ADAM Optimizer https://machinelearningmastery.com/adam-optimization-algorithm-for-deep-learning/
For more information about Linear regression. Read this article <br> https://towardsdatascience.com/linear-regression-detailed-view-ea73175f6e86
