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create work flow folder and upload related config file
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{ | ||
"OFFLINE": { | ||
"offl-exp-1": { | ||
"MODEL_NAME": "SVD", | ||
"FEATURE_PATH": "/inference/feature/usermovie.csv", | ||
"TEST_FEATURE_PATH": "/inference/feature/usermovie.csv", | ||
"MODEL_PATH": "/inference/trained_model/", | ||
"TOP_RECOMMEND_RESULT_NUM": 10, | ||
"HYPER_PARAMETER": {}, | ||
"DESCRIPTION": "The first Experiment" | ||
}, | ||
"offl-exp-2": { | ||
"MODEL_NAME": "SVD", | ||
"FEATURE_PATH": "/inference/feature/usermovie.csv", | ||
"TEST_FEATURE_PATH": "/inference/feature/usermovie.csv", | ||
"MODEL_PATH": "/inference/trained_model/", | ||
"TOP_RECOMMEND_RESULT_NUM": 5, | ||
"HYPER_PARAMETER": {}, | ||
"DESCRIPTION": "The second Experiment" | ||
} | ||
}, | ||
"ONLINE":{ | ||
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}, | ||
"CONTENT_CONFIG":{ | ||
"REC_NUM":20, | ||
"CONTENT_FEATURE_PATH":"/inference/feature/moviefeature.csv" | ||
} | ||
} |
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#!/usr/bin/env bash | ||
python3 ../inference/RecommendModule/operate.py /home/teama/17645TeamA/ offl-exp-1 Train Evaluate | ||
python3 inference/RecommendModule/operate.py . offl-exp-1 Train Evaluate |
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{ | ||
"DailyActiveModelSetting": "offl-exp-1", | ||
"ManualActiveModelSetting": "offl-exp-2", | ||
"ManualSettingDryRun": "False" | ||
} |
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#!/usr/bin/env bash | ||
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python3 feature_extraction/extract_features.py | ||
mv feature_extraction/data/usermovie.csv inference/feature/ | ||
sh train_evaluate.sh |
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