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mirsci / sim_data_set.csv
Created September 20, 2017 07:38
Simulated data set for fraud
We can make this file beautiful and searchable if this error is corrected: It looks like row 3 should actually have 11 columns, instead of 2. in line 2.
timestamp,type,amount,nameOrig,oldbalanceOrg,newbalanceOrig,nameDest,oldbalanceDest,newbalanceDest,isFraud,isFlaggedFraudCalc
datetime,string,float,string,float,float,string,float,float,int,int
T,
2017-9-11 3:32:18,PAYMENT,9839.64,C1231006816,170136,160296.36,M1979787155,0,0,0,0
2017-9-11 3:32:17,PAYMENT,1864.28,C1666544295,21249,19384.72,M2044282225,0,0,0,0
2017-9-11 3:32:16,TRANSFER,181,C1305486145,181,0,C553264065,0,0,1,0
2017-9-11 3:32:15,CASH_OUT,181,C840083671,181,0,C38997010,21182,0,1,0
2017-9-11 3:32:14,PAYMENT,11668.14,C2048537720,41554,29885.86,M1230701703,0,0,0,0
2017-9-11 3:32:13,PAYMENT,7817.71,C90045638,53860,46042.29,M573487274,0,0,0,0
2017-9-11 3:32:12,PAYMENT,7107.77,C154988899,183195,176087.23,M408069119,0,0,0,0
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mirsci / sim_model_params.py
Created September 20, 2017 07:35
Numenta model parameters for simulated data
MODEL_PARAMS = \
{ 'aggregationInfo': { 'days': 0,
'fields': [],
'hours': 0,
'microseconds': 0,
'milliseconds': 0,
'minutes': 0,
'months': 0,
'seconds': 0,
'weeks': 0,