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Added egg box example to notebook index.
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examples/README.md

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@@ -69,5 +69,6 @@ relevant code.
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- [Multimodal normal distribution](./toy-distribution-multimodal-normal.ipynb)
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- [Rosenbrock function](./toy-distribution-rosenbrock.ipynb)
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- [Simple Egg Box](./toy-distribution-simple-egg-box.ipynb)
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- [Twisted Gaussian Banana](./toy-distribution-twisted-gaussian.ipynb)
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