GOOD.utils

This module contains various utilities, such as a component register, an argument parser, a configuration reader, and a metric object.

Modules

GOOD.utils.args	An important module that is used to define all arguments for both argument container and configuration container.
GOOD.utils.config_reader	A project configuration module that reads config argument from a file; set automatic generated arguments; and overwrite configuration arguments by command arguments.
GOOD.utils.data	Some data process utils including construction of molecule PyG graph from smile (for compatibility).
GOOD.utils.evaluation	Evaluation: model evaluation functions.
GOOD.utils.fast_pytorch_kmeans	copyfrom: https://github.com/DeMoriarty/fast_pytorch_kmeans
GOOD.utils.graph_visualize	Matplotlib utils for graph plots.
GOOD.utils.initial	Initial process for fixing all possible random seed.
GOOD.utils.logger	A logger related utils file: tqdm style, logger loader.
GOOD.utils.metric	A metric function module that is consist of a Metric class which incorporate many score and loss functions.
GOOD.utils.register	A kernel module that contains a global register for unified model, dataset, and OOD algorithms access.
GOOD.utils.synthetic_data	Utilities for generating certain graph shapes.
GOOD.utils.train	Training utils.