Created
April 14, 2020 07:05
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# importing the libraries | |
import pandas as pd | |
import numpy as np | |
from tqdm import tqdm | |
import os | |
# for reading and displaying images | |
from skimage.io import imread | |
import matplotlib.pyplot as plt | |
# for creating validation set | |
from sklearn.model_selection import train_test_split | |
# for evaluating the model | |
from sklearn.metrics import accuracy_score | |
# PyTorch libraries and modules | |
import torch | |
from torch.autograd import Variable | |
import torch.nn as nn | |
import torch.nn.functional as F | |
from torch.optim import * | |
import h5py | |
from plot3D import * |
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