API Reference

encoding

encoding.assembly

encoding.assembly.assemblies

Simple alternative to NeuroidAssembly that doesn't require brainio and Xarray.

encoding.assembly.base_processor

Base classes for dataset processing.

encoding.assembly.narratives_processor

encoding.assembly.lpp_processor

encoding.assembly.lebel_processor

Processor for the Lebel dataset.

encoding.assembly.assembly_loader

Simple assembly loader with pickle support.(TODO: add support for other formats like online?)

encoding.assembly.assembly_generator

Assembly generator for brain data processing and organization.

encoding.features

encoding.features.factory

encoding.features.language_model

encoding.features.embeddings

encoding.features.speech_model

encoding.features.simple_features

encoding.features.FIR_expander

encoding.downsample

encoding.downsample.downsampling

Downsampling module for temporal alignment of continuous data with discrete measurements.

encoding.models

encoding.models.base

encoding.models.ridge_regression

encoding.models.linear

encoding.models.nested_cv

encoding.models.sklearn_model

encoding.plotting

encoding.plotting.plotting_utils

encoding.trainer

Abstract trainer that accepts components as dependencies.

encoding.utils