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CIP-0001 Phase 1: NumPy MLP encoder (replace Theano) - #37
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Restore default back-constrained DeepGP on current Python, enable BC reference tests in CI, and warn when unused encoder regularisation is set.
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Summary
DeepGP(back_constraint=True)works on current Python/NumPy.FutureWarningwhen unused regularisation kwargs are set.np.int→np.int64) as a small correctness patch ahead of Phase 2.Test plan
DeepGP(...)with defaultback_constraint=Trueconstructs and optimises without Theano