approximate¶
-
pyapprox.approximate.approximate(train_samples, train_vals, method, options=None)[source]¶ Approximate a scalar or vector-valued function of one or more variables from a set of points provided by the user
- Parameters
- train_samplesnp.ndarray (nvars,nsamples)
The inputs of the function used to train the approximation
- train_valsnp.ndarray (nvars,nsamples)
The values of the function at
train_samples- methodstring
Type of approximation. Should be one of
‘polynomial_chaos’
‘gaussian_process’
- Returns