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usage.md
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@@ -8,14 +8,11 @@ In this visualizer, you visualize the loss and regularization of linear regressi
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In the data tab, generate a dataset using a custom function or upload a csv file. Make sure the function depends on `x1` and `x2`.
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### Regularization
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Select your loss function and regularization type
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### Generating plots
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Click **Regenerate Plots** to update plots with the current settings
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The contour plot shows the loss values and the regularization norms for the linear models on the dataset. The red path shows how the loss and regularization norm values
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change as the regularization strength moves from 10^{-4} to 10^4 (log scale). You can see that the path intersects where the loss and regularization contours are parallel.
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### Data Plot
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The data plot shows the data points used to compute the loss values.
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### Strength Plot
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In the data tab, generate a dataset using a custom function or upload a csv file. Make sure the function depends on `x1` and `x2`.
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### Regularization
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Select your loss function and regularization type
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### Generating plots
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Click **Regenerate Plots** to update plots with the current settings
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The contour plot shows the loss values and the regularization norms for the linear models on the dataset. The red path shows how the loss and regularization norm values
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change as the regularization strength moves from 10^{-4} to 10^4 (log scale). You can see that the path intersects where the loss and regularization contours are parallel.
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### Data Plot
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The data plot shows the data points used to compute the loss values.
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### Strength Plot
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