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  text: 'A convex set is a [-3jz] of [3w0 vectors] that contains all line segments between vectors in the set.  Consider the following shape:\n\n![a convex set](https://upload.wikimedia.org/wikipedia/commons/thumb/6/6b/Convex_polygon_illustration1.svg/634px-Convex_polygon_illustration1.svg.png)\n\nAs shown, a line segment between two points $x$ and $y$ in this shape lies entirely within the shape.  In fact, this is true for any pair of points in the shape.  Therefore, this shape is convex.  For comparison, the following shape is not convex:\n\n![a non-convex set](https://upload.wikimedia.org/wikipedia/commons/thumb/6/6c/Convex_polygon_illustration2.svg/634px-Convex_polygon_illustration2.svg.png)\n\nThe fact that part of the line segment between $x$ and $y$ (both inside the shape) lies outside the shape proves that this shape is not convex.\n\n\nFormally, a set $S$ is convex if\n\n$$\\forall x, y \\in S, \\theta \\in [0, 1]: \\theta x + (1 - \\theta) y \\in S$$\n\n(images are from Wikipedia: [here](https://en.wikipedia.org/wiki/File:Convex_polygon_illustration1.svg) and [here](https://en.wikipedia.org/wiki/File:Convex_polygon_illustration2.svg))\n\n[todo: use non-Wikipedia images and remove the attribution]',
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