- This repository is supposed to train the model and plot the best fit line using tensorflow
Utilities :
- p5.js
- tf.js
Steps :
---1. PREPROCESSING DATA---
- Included the online hosted js files from official sites
- Hosted from https://js.tensorflow.org and https://p5js.org and included int script
- made a function to record coordinated of mouseclick and add in the data
- also created a dot of show the clicked point
---2. INITIALIZING BIAS AND WEIGHT , CREATING PREDICT FUNCTION---
- created tensorflow variables m and b with random values between 0 and 1
- made predict function using the basic formula y = m*x + c
---3. TRAINING AND GETTING VALUES---
- used adam optimizer and passed the predict fuunction to minimize loss
- the model is trained using the neural network with tfjs
- plotted a line with the given slope and bias , reflected it in the canvas
- also referred www.thecodingtrain.com to build this
---HERE IS HOW THE MODEL WORKS IN ACTION--:
