## Linear Regression with Gradient Descent

1. Start training by clicking or .
2. During training, you may expand the Remarks panel to see comments.

Variable initialiser: Loss: Optimiser: Learning rate:
Batch size: Epochs:

Epoch: - Batch: -
-

To start, initialise variables $w_1$, $w_2$ and $b$ by clicking .

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$$\hat{y} = ? + ?x_1 + ?x_2$$

Placeholder

Variable

Loss function

Libraries used for this demo:

• Dagre-D3 (GraphViz + d3) for rendering the graphs
• MathJax for rendering mathematical notations
• ApexCharts for plotting line charts
• jQuery

Graph to Plot: