DeepCovax is a Deep Neural Network based COVID-19 vaccine formula discovering tool developed using PyTorch :P

deep_covax.py

import numpy as np
import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

import torch.optim as optim
import torch.nn.functional as F
from torchvision import transforms, utils, datasets

import torch
import torch.nn as nn
import BlackBox as bb



class DeepCovax(nn.Module):
  def __init__(self):
    super(DeepCovax, self).__init__()
    self.black_box = bb.deep_vac(420, 420)
  
  def train(self, vac_country='Bangladesh'):
        return self.black_box(vac_country)

 

if __name__=='__main__':
  deep_vac = DeepCovax()
  deep_vac.train('Bangladesh')
  vac = deep_vac.predict()
  if vac >= 0.95:
    print('1.q+7=13')
  else:
    print('আবেগ দিয়ে ভ্যাক্সিন আবিষ্কার করা যায়নারে ভাই!')