import os
import pandas as pd
import math<\/p>\n\n\n\n
import stellargraph as sg
from stellargraph import StellarGraph
from stellargraph.layer import DeepGraphCNN
from stellargraph.mapper import FullBatchNodeGenerator
from stellargraph.mapper import PaddedGraphGenerator
from stellargraph.layer import GCN<\/p>\n\n\n\n
from tensorflow.keras import layers, optimizers, losses, metrics, Model
from sklearn import preprocessing, model_selection
from IPython.display import display, HTML
import matplotlib.pyplot as plt
%matplotlib inline
from tensorflow.keras.layers import Dense, Conv1D, MaxPool1D, Dropout, Flatten
from tensorflow import keras<\/p>\n\n\n\n
import numpy as np<\/p>\n\n\n\n
import networkx as nx<\/p>\n","protected":false},"excerpt":{"rendered":"
#import libraries import osimport pandas as pdimport math #Import Libraries for Graph, GNN, and GCN import stellargraph as sgfrom stellargraph import StellarGraphfrom stellargraph.layer import DeepGraphCNNfrom stellargraph.mapper import FullBatchNodeGeneratorfrom stellargraph.mapper import PaddedGraphGeneratorfrom stellargraph.layer import GCN #Machine Learnig related library Imports from tensorflow.keras import layers, optimizers, losses, metrics, Modelfrom sklearn import preprocessing, model_selectionfrom IPython.display import display, HTMLimport … <\/p>\n