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[Bug] Implicit assumption of double precision can cause failures when single precision is used

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# 🐛 Bug Within `test_functions/base.py`, the bounds are hard-coded to double precision. This makes it impossible to use single-precision which is necessary for e.g. MPS support on Mac. ## To...

AVHopp

# 🚀 Feature Request Allow negative indices to `fixed_features` and `fixed_features_list` in optimizers such as `optimize_acqf` ## Motivation This came up in #2602. It is tempting to describe the index...

esantorella