Dec 04

1. Libraries used for the project: Predict Future Stock Price using Graph Theory, Machine Learning and Deep Learning)

#import libraries

import os
import pandas as pd
import math

#Import Libraries for Graph, GNN, and GCN

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

#Machine Learnig related library Imports

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

import numpy as np

import networkx as nx