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import_libraries.py
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39 lines (29 loc) · 1.09 KB
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# Mathematical tools
import numpy as np
from scipy import *
import scipy.linalg as sl
import random
import matplotlib.pyplot as plt
# TensorFlow for Neural Network construction
import tensorflow as tf
# Package to convert the labels to arrays following one-of-k encoding
from sklearn.preprocessing import LabelBinarizer
import datetime
# Import function to split data in training and testing sets
from sklearn.model_selection import train_test_split
# Import functions to compute accuracy and other classsification performance metrics
from sklearn import metrics
from sklearn.metrics import confusion_matrix
from sklearn.metrics import precision_score, recall_score
# To load and save files in a Python format
import pickle
# Importing Pandas for data organization
import pandas as pd
# Importing time library to measure time execution of code
import time
# Importing scikit-learn library for splitting data
from sklearn.model_selection import train_test_split
# Importing os library to handle directories
import os
# Importing function to plot predictions and ground truth
from prediction_plotting import*