mvpa2.mappers.filtersΒΆ
Spectral filtering and FFT-based resampling.
Functions
| borrowkwargs(cls[, methodname, exclude]) | Return a decorator which would borrow docstring for **kwargs |
| fft_resample(ds, num, **kwargs) | FFT-based resampling. |
| filtfilt(b, a, x[, axis, padtype, padlen]) | A forward-backward filter. |
| iir_filter(ds, *args, **kwargs) | IIR-based frequency filtering. |
| resample(x, num[, t, axis, window]) | Resample x to num samples using Fourier method along the given axis. |
| vstack(datasets[, a]) | Stacks datasets vertically (appending samples). |
Classes
| Dataset(samples[, sa, fa, a]) | Generic storage class for datasets with multiple attributes. |
| EnsureChoice(*values) | Ensure an input is element of a set of possible values |
| EnsureInt() | Ensure that an input (or several inputs) are of a data type ‘int’. |
| EnsureNone | Ensure an input is of value None |
| FFTResampleMapper(num[, window, ...]) | Mapper for FFT-based resampling. |
| IIRFilterMapper(b, a, **kwargs) | Mapper using IIR filters for data transformation. |
| Mapper(**kwargs) | Basic mapper interface definition. |
| Parameter(default[, constraints, ro, index, ...]) | This class shall serve as a representation of a parameter. |
| Splitter(attr[, attr_values, count, ...]) | Generator node for dataset splitting. |
