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                                            Kurt Smith

[FEATURE REQUEST]: Create a "best-practice" method for optimizing mixture weights, including optimizing over a simplex search space

@sgbaird Here's a [minimal reproducible example](https://colab.research.google.com/drive/1pk3bzSNDIj5SYd6dGBC_xOefg-2s1CCs?usp=sharing). If you have a working example, would be interested to see it! Theoretically, it feels like rejection sampling should fail like this in high...

[FEATURE REQUEST]: Create a "best-practice" method for optimizing mixture weights, including optimizing over a simplex search space

@sgbaird In my example I constrained `x1:x8` to sum to

[FEATURE REQUEST]: Create a "best-practice" method for optimizing mixture weights, including optimizing over a simplex search space

@Balandat yep that's what I suspected :) see my [colab example](https://colab.research.google.com/drive/1pk3bzSNDIj5SYd6dGBC_xOefg-2s1CCs?usp=sharing) above