Extract Event Features from event

gistfile1.txt

def getEventFeatures(event, map, graph):
    #extract numerical fields into numpy array
    #extract categorical fields
    #binarize categorical fields using the categorical feature map
    #extract image data into fixed size vector using CNN(s)
    #extract text data into fixed-length word2vec vector (e.g. sentence vector, paragraph vector, doc2vec)
    #extract relationship data from the knowledge graph
    #concatenate the extracted features above into a fixed-length feature vector x
    #example: x=np.concatenate((x, image_data), axis=1)
    return x