nirs4all.cli.commands.workspace module

Workspace management CLI commands for nirs4all.

Provides commands for workspace initialization, run management, and library operations.

nirs4all.cli.commands.workspace.add_workspace_commands(subparsers)

Add workspace commands to CLI.

nirs4all.cli.commands.workspace.workspace_conformal_list(args)

List conformal calibration results persisted in a workspace.

nirs4all.cli.commands.workspace.workspace_conformal_predict(args)

Apply a persisted conformal calibrator to point predictions.

nirs4all.cli.commands.workspace.workspace_conformal_show(args)

Show one conformal calibration result from a workspace.

nirs4all.cli.commands.workspace.workspace_convert(args)

Convert a legacy workspace by delegating to nirs4all-tools.

nirs4all.cli.commands.workspace.workspace_init(args)

Initialize a new workspace.

nirs4all.cli.commands.workspace.workspace_inspect(args)

Inspect workspace format without opening it writable.

nirs4all.cli.commands.workspace.workspace_list_library(args)

List items in library.

nirs4all.cli.commands.workspace.workspace_list_runs(args)

List all runs in workspace.

nirs4all.cli.commands.workspace.workspace_query_best(args)

Query best predictions from workspace store.

nirs4all.cli.commands.workspace.workspace_query_filter(args)

Filter predictions by criteria.

nirs4all.cli.commands.workspace.workspace_robustness_evidence(args)

Inspect prediction-level spectral/OOD replay evidence in a workspace.

nirs4all.cli.commands.workspace.workspace_robustness_export(args)

Export one persisted robustness report from a workspace.

nirs4all.cli.commands.workspace.workspace_robustness_from_prediction(args)

Compute a robustness report from one persisted workspace prediction.

nirs4all.cli.commands.workspace.workspace_robustness_list(args)

List robustness reports persisted in a workspace.

nirs4all.cli.commands.workspace.workspace_robustness_show(args)

Show one robustness report from a workspace.

nirs4all.cli.commands.workspace.workspace_stats(args)

Show workspace statistics.

nirs4all.cli.commands.workspace.workspace_tuning_export(args)

Export one persisted native tuning result from a workspace.

nirs4all.cli.commands.workspace.workspace_tuning_list(args)

List native tuning results persisted in a workspace.

nirs4all.cli.commands.workspace.workspace_tuning_show(args)

Show one native tuning result from a workspace.