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Allow users to set the maximum numbers of iterations in the demeaner algo from the function APIs #933

@s3alfisc

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@s3alfisc

Currently, it is not possible for users to set the maximum number of iterations via the functional APIs feols and fepois.

We would like to introduce a function argument, fixef_maxiter, that is being passed from feols / fepois to the demeaner function.

We'd like to update tests in test_demean.

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