Polynomial Regression Simulation

Personal August 2018

I developed an application for simulating/visualizing polynomial regression —through interactive sampling of data— using TensorFlow.js library. I developed this program with plain JavaScript canvas, and using dat.GUI, I provided an options setting for the user to change the learning rate, number of weights, and training optimizer.

screenshot

Polynomial Regression Simulation

Personal August 2018

I developed an application for simulating/visualizing polynomial regression —through interactive sampling of data— using TensorFlow.js library. I developed this program with plain JavaScript canvas, and using dat.GUI, I provided an options setting for the user to change the learning rate, number of weights, and training optimizer.

screenshot