run_hourly_model.sh
b189d0b3b71bmaster

run_hourly_model.sh
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			#!/bin/bash

			################## USER SETTINGS ##############

			ENV=py3

			DATA_PATH='/mnt/sda1/hyenergy/data/meteo'
			# DATA_PATH=$HOME\/Documents/EPFL/data/meteo

			# give features and targets as string with comma as delimiter: ','
			TARGETS=('SIS','SISDIR','ALB')
			FEATURES='x,y,z'

			FEATURES_LONG='x,y,z,medDoG,big_NS,big_EW'

			MODELS=('knn', 'rf') # 'rf' or 'knn'

			QUERY='query_locs_13d_250'

			############### DEFAULT SETTINGS ###############

			# module purge
			# module load gcc
			# module load python/3.6.1
			source activate $ENV

			for TARGET in $( TARGETS ); do
			for MODEL in $( MODELS ); do
			python hourly_model.py $DATA_PATH $QUERY $FEATURES $TARGET $MODEL
			done

			python hourly_model.py $DATA_PATH $QUERY $FEATURES_LONG $TARGET $MODEL

			done