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jaor/parallel-script.whizzml

Last active November 8, 2016 17:58
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model and evaluate all sources in a project
Raw
parallel-script.whizzml
(define (create-evaluations project-id)
(let (src-ids (resource-ids (list-sources {"project" project-id})))
(for (src-id src-ids)
(let (ds-id (create-dataset src-id)
[train-id test-id] (create-random-dataset-split ds-id 0.8)
ens-id (create-ensemble train-id {"number_of_models" 100}))
(create-evaluation test-id ens-id)))))
(define result (wait* (create-evaluations "project/xxxxxxxxxx")))
Raw
script.whizzml
(define result
(let (src-ids (resource-ids (list-sources {"project" "pepe"})))
(for (src-id src-ids)
(let (ds-id (create-dataset src-id)
[train-id test-id] (create-random-dataset-split ds-id 0.8)
ens-id (create-ensemble train-id {"number_of_models" 100})
eval-id (create-and-wait-evaluation test-id ens-id))
{"ensemble" ens-id "evaluation" eval-id}))))
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