xpcr/run_all.sh at main · raphischer/xpcr · GitHub

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#!/bin/bash

for d in "cif_2016_dataset" "m1_quarterly_dataset" "fred_md_dataset" "tourism_quarterly_dataset" "solar_weekly_dataset" "electricity_weekly_dataset" "nn5_daily_dataset_without_missing_values" "tourism_monthly_dataset" "m1_monthly_dataset" "nn5_weekly_dataset" "hospital_dataset" "m3_quarterly_dataset" "car_parts_dataset_without_missing_values" "m4_weekly_dataset" "traffic_weekly_dataset" "m3_monthly_dataset" "m4_hourly_dataset" "dominick_dataset"
do
    for m in "deepar" "deepstate" "deepfactor" "deeprenewal" "gpforecaster" "mqcnn" "mqrnn" "nbeats" "tempfus" "wavenet" "feedforward"
    do
        for s in "42" "135" "468" "129" "124" "-1"
        do
            python run.py --dataset $d --model $m --ds-seed $s --output-dir /data/d1/xpcr/logs
        done
    done

    python run.py --dataset $d --model autokeras --ds-seed -1 --output-dir /data/d1/xpcr/baselines
    python run.py --dataset $d --model autosklearn --ds-seed -1 --output-dir /data/d1/xpcr/baselines
    python run.py --dataset $d --model autogluon --ds-seed -1 --output-dir /data/d1/xpcr/baselines
done