base_impl

Linear Regression Base Implementation.

An example shows all steps for training linear regression model from scratch.

Author:

JLDP

Version:

2023.12.23.05

Classes

BaseImpl

Deep Learning Linear Regression Base Implemetation.

LRData

Synthetic data for linear regression.

LRDataset

Training dataset or validation dataset for the linear regression.

LRModel

Custom Linear Regression Model as a torch.nn.Module.

LRSampler

A custom torch batched Sampler - LRSampler.