Model parameters and pickle generation, reloading of model pickle #512
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ahosler
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This is awesome! Ran a few tests, and saw that the time to complete analysis goes down orders of magnitude using the previous output. Customers will love this
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To generate model_parameters.json, in yaml spec
generate_model_parameters = Trueshould be givenTo generate pickles, in yaml spec
generate_model_pickle = Trueshould be givenTo reload pickle, in yaml spec path to previous output directory should be given where pickle should be present
previous_output_dir = /results/..For Neural prophet we are generating 2 pickles model.pkl, trainer.pkl
Sample model_parameters.json:
model_params_neuralprophet.json
model_params_autots.json
model_params_automlx.json
model_params_arima.json
model_params_prophet.json