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Right now Ax only supports <= or >= as parameter constraints. Most hacks that refactor of my constraint of #153 to make it linear still requires a ==, and in general I believe such constraints are common in LPs and operations research type problems.
It's my understanding support for this is distinct and much simpler from supporting nonlinear constraints, which is why I created a separate issue.