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AutoML3 Starting Kit

This repository provides a revised version of AutoML3 starting kit.

The original AutoML3 starting kit and public input data distributed by the organizers are available at the AutoML3 competition site.

How to Run

You can run the data ingestion, model training and scoring as follows:

$ ./run.sh [model folder] [data folder]

For example, to run the starting kit with sample model code and data, run run.sh as follows:

$ ./run.sh model/AutoML3_sample_code_submission AutoML3_sample_data

The output files including predictions and scores are saved in build/[model name].

For example, the output files from the run with the sample model code and data will be available as follows:

$ ls -alF ./build/AutoML3_sample_code_submission/
total 2952
drwxr-xr-x  11 jeong  staff   352B Feb 25 17:00 ./
drwxr-xr-x   4 jeong  staff   128B Feb 25 16:59 ../
-rw-r--r--   1 jeong  staff   414K Feb 25 17:00 ada_test1.predict
-rw-r--r--   1 jeong  staff   415K Feb 25 17:00 ada_test2.predict
-rw-r--r--   1 jeong  staff   416K Feb 25 17:00 ada_test3.predict
drwxr-xr-x   3 jeong  staff    96B Feb 25 17:00 res/
-rw-r--r--   1 jeong  staff    44K Feb 25 17:00 rl_test1.predict
-rw-r--r--   1 jeong  staff    43K Feb 25 17:00 rl_test2.predict
-rw-r--r--   1 jeong  staff   128K Feb 25 17:00 rl_test3.predict
-rw-r--r--   1 jeong  staff   2.7K Feb 25 17:00 scores.html
-rw-r--r--   1 jeong  staff    73B Feb 25 17:00 scores.txt

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AutoML-startingkit for NIPS 2018

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