From 902a8dcb40b3da9492093edd5bda356240f29eb0 Mon Sep 17 00:00:00 2001 From: Alex Auvolat Date: Mon, 27 Apr 2015 19:17:29 -0400 Subject: Add normalization --- data.py | 4 ++++ 1 file changed, 4 insertions(+) (limited to 'data.py') diff --git a/data.py b/data.py index d2c4f77..7708863 100644 --- a/data.py +++ b/data.py @@ -1,6 +1,7 @@ import ast, csv import socket import fuel +import numpy from enum import Enum from fuel.datasets import Dataset from fuel.streams import DataStream @@ -13,6 +14,9 @@ else: client_ids = {int(x): y+1 for y, x in enumerate(open(DATA_PATH+"/client_ids.txt"))} +porto_center = numpy.array([[ -8.61612, 41.1573]], dtype='float32') +data_std = numpy.sqrt(numpy.array([[ 0.00333233, 0.00549598]], dtype='float32')) + class CallType(Enum): CENTRAL = 0 STAND = 1 -- cgit v1.2.3