Wrapper to use MDP nodes and flows as PyMVPA mappers.
This module provides to mapper that allow embedding MDP nodes, or flows into PyMVPA.
Functions
accepts_dataset_as_samples(fx) | Decorator to extract samples from Datasets. |
is_in_volume(coord, shape) | For given coord check if it is within a specified volume size. |
Classes
DatasetAttributeExtractor(col, key) | Helper to extract arbitrary attributes from dataset collections. |
ICAMapper([alg, nodeargs]) | Convenience wrapper to perform ICA using MDP nodes. |
MDPFlowMapper(flow[, node_arguments]) | Mapper encapsulating an arbitray MDP flow. |
MDPNodeMapper(node[, nodeargs]) | Mapper encapsulating an arbitray MDP node. |
Mapper(**kwargs) | Basic mapper interface definition. |
PCAMapper([alg, nodeargs]) | Convenience wrapper to perform PCA using MDP’s Mapper |