Crate concision_data 

This crate works to augment the training process by providing datasets and loaders for common data formats.

Modules

dataset

error

The error module for external datasets and training;

prelude

trainer

traits

Additional traits and interfaces for working with datasets and data loaders.

Structs

DatasetBase

A dataset is a collection of records and targets along with various other attributes useful for machine learning tasks

Trainer

The Trainer is a generalized model trainer that works to provide a common interface for training models over datasets.

Enums

TrainingError

The TrainingError type enumerates the various errors that can occur during the training process.

Traits

AsDataset

The AsDataset trait defines the conversion from some reference into a dataset.

IntoDataset

Thge IntoDataset trait defines a method for consuming the caller to convert it into a dataset.

ModelTrainer

Records

This trait generically defines the basic type of dataset that can be used throughout the framework.

Type Aliases

TrainingResult

a type alias for a Result with an error type of TrainingError.