setup_benchmark
- pyapprox.benchmarks.setup_benchmark(name, **kwargs)[source]
Setup a PyApprox benchmark.
- Parameters:
- namestring
The name of the benchmark
- kwargs: kwargs
optional keyword arguments
- Returns:
- benchmark
Benchmark Object containing the benchmark attributes
- The benchmark object must contain at least the following two attributes
- funcallable
A function with signature
fun(samples) -> np.ndarray(nsamples, nqoi)
where samples : np.ndarray(nvars, nsamples)
- variable
JointVariable Class containing information about each of the nvars inputs to fun
- benchmark