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* np.int -> int, fix np DepricationWarning * remove shape arg from non-kron implementations, TODO for is_observed in Marginal, mark for deprecation * np.int -> int in gp/util.py * force all mean_func, cov_func args to GP constructors to be required kwargs (often default zero mean_func is used) * fix predictt functions, rename to _predict_at. because theano -> aesara * fix TP tests, force mean_func, cov_func to be req kwarg * fix TP reparameterization to sample studentt instead of chi2/norm * change naming shape->size where appropriate * add deprecation warning for is_observed * add jitter arg for covs headed for cholesky decomps, previously fixed at 1e-6. add deprecation warning for is_observed arg * clean up trivial aesara.function usage to .eval() instead * fix gp.util.replace_with_values to handle case with no symbolic values, .eval() works * jitter=0 for conditonals/predicts, fix replace_with_values calls * fix more tests - use model.logp instead of variable.logp - set req kwargs cov_func and mean_func - fix weirdly small scale on some input X, y - move predict calls into model block - the two kron models outstanding * black stuff * small fixes to get kronlatent and kronmarginal to pass * remove leftover prints * dep warning -> future warning * roll back mkl and mkl-service version * fix precommit * remove old DeprecationWarning * improve tests cleanup gp.util.replace_with_values and add docstrings * fix pre-commit issue * fix precommit on cov.py * fix comment * dont force blas version in windows dev enviornment (roll back changes) * update release notes * add removed ... line from release notes * add link to PR * remove is_observed usage from TestMarginalVsLatent * remove is_observed usage from TestMarginalVsMarginalSparse * Update RELEASE-NOTES.md Co-authored-by: Thomas Wiecki <thomas.wiecki@gmail.com>
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