New commands for CLI: sample-config, report-config, init, results ; Refactoring CLI

automl / neps

Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.

https://automl.github.io/neps/

Apache License 2.0

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Closed danrgll closed 1 month ago

danrgll commented 2 months ago

neps sample-config --"worker_id" --number-of-configs <"int">
neps init --database; creates a neps state from e.g. run_config.yaml
neps report-config <"trial-id"> <"reported-as"> --loss --cost --duration --time-end --tb --err --learning-curve --"worker-id"
improve code maintenance
neps results --dump-all-configs <"format"> --dump-incumbents <"format">