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Azure / fast_retraining

Show how to perform fast retraining with LightGBM in different business cases
MIT License
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Put data in a fileshare #3

Closed miguelgfierro closed 7 years ago

miguelgfierro commented 7 years ago

Database 1: credit card fraud detection.

Link to wasbi dataset zipped, with notes and license: https://migonzastorage.blob.core.windows.net:443/datasets/fraud_detection/credit_card_fraud_kaggle/credit_card_fraud_kaggle.zip

Link to wasbi uncompressed: https://migonzastorage.blob.core.windows.net:443/datasets/fraud_detection/credit_card_fraud_kaggle/creditcard.csv

miguelgfierro commented 7 years ago

Database 2: sensors Berkeley

Link to wasbi dataset zipped with notes: https://migonzastorage.blob.core.windows.net:443/datasets/iot/sensor_stream_berkeley/sensor_stream_berkeley.zip

Link to wasbi uncompressed: https://migonzastorage.blob.core.windows.net:443/datasets/iot/sensor_stream_berkeley/sensor.arff

miguelgfierro commented 7 years ago

Database 3: airline delays

Link to wasbi zipped with notes: https://migonzastorage.blob.core.windows.net:443/datasets/airline/airline.zip

miguelgfierro commented 7 years ago

To mount an file share (instructions for linux):

sudo -E env PATH=$PATH mount -t cifs $STORAGE_URI $MOUNT_POINT -o vers=3.0,username=$ACCOUNT_NAME,password=$ACCOUNT_KEY,dir_mode=0777,file_mode=0777
sudo mount -t cifs //myaccountname.file.core.windows.net/mysharename ./mymountpoint -o vers=3.0,username=myaccountname,password=StorageAccountKeyEndingIn==,dir_mode=0777,file_mode=0777
miguelgfierro commented 7 years ago

To mount the fileshare: sh mount_fileshare_strata.sh