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Pablo-source / targets-test

Using Targets to automate markdown reports as a pipeline including TBATS ARIMA forecast
MIT License
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ts_models_completed #20

Closed Pablo-source closed 7 months ago

Pablo-source commented 7 months ago

Pipeline completed included two new predictive models

tar_manifest(fields = command)

A tibble: 12 × 2

name command

1 Computer_data_input "here(\"data\", \"A34SVS_Shipments_value_Computer_products.csv\")" 2 Total_manuf_input "here(\"data\", \"AMTMVS_Shipments_Total_Manufacturing.csv\")" 3 Durable_goods_input "here(\"data\", \"AMDMVS_Shipments_value_Durable_goods.csv\")" 4 computer_data "clean_computer_data(Computer_data_input)" 5 durable_goods "clean_durable_goods_data(Durable_goods_input)" 6 computer_durable "union_computer_durable(computer_data, durable_goods)" 7 grouped_metric "tarchetypes::tar_group_by_run(data = computer_durable, \n by… 8 grouped_by_metric "grouped_metric" 9 train_data "test_train_split(grouped_by_metric)" 10 test_data "test_train_split(grouped_by_metric)" 11 model_fit_arima "ARIMA_model(train_data)" 12 model_fit_prophet "PROPHET_model(train_data)"