# !pip install kaggle
# !kaggle competitions download -c jovian-pytorch-z2g 

!pip install jovian --upgrade

import os
import math
import torch
import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
import jovian
from PIL import Image
from torch.utils.data import Dataset, random_split, DataLoader
import torchvision.transforms as transforms
from torchvision.utils import make_grid
import torch.nn.functional as F
import torch.nn as nn
import torchvision.models as models
from tqdm.notebook import tqdm
from sklearn.metrics import f1_score

from torch.utils.data import Dataset, random_split, DataLoader