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The target i am trying to regress is clearly a bi-modal distribution, currently one standalone model is giving results which are satisfactory.

As I am seeking improvement on my present model, I want to know whether there are specific ways in which we can learn a bi-modal target distribution.

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What about fiting a mixture? E.g. mixture of two gaussians? You may want to look at our tags and .

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