add additional test functions and psychophysics task and dataset from Letham et al. 2022 #350
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Summary: Additional high-dimensional test functions and real psychophysics task are added to problem.py for benchmarking performance of acquistions functions or GP models. The code and dataset are obtained from https://github.com/facebookresearch/bernoulli_lse/blob/main/problems.py.
Differential Revision: D57885175