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Optimization animations

3 verified, narrated animations about optimization, reviewed by hand and checked frame by frame. Watch free; download the video or the Manim file with any paid plan.

Gradient descent: walk downhill on the loss
Gradient descent: walk downhill on the loss

A ball rolls along the parabola L(w) = (w-3)^2 + 1, starting at w = -1 and updating via w <- w - eta dL/dw wit…

Least squares: the line with the smallest squared errors
Least squares: the line with the smallest squared errors

Seven scattered points appear alongside a movable line, with vertical residuals shown as squares whose areas s…

Optimization: the biggest rectangle for a fixed perimeter
Optimization: the biggest rectangle for a fixed perimeter

An animation shows a rectangle with fixed perimeter 20 changing shape as its width varies, tracing the area fu…

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