oerpli

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

plt.rcParams["figure.dpi"] = 250

delta_r0 = 1.2
omicron_r0 = 1.35
hosp_fraction = 0.05
icu_fraction = 0.30

oerpli

from collections import Counter, defaultdict
from pathlib import Path
from typing import List, Mapping, Tuple

from aocd.models import Puzzle
from dotenv import load_dotenv

load_dotenv()  # API key in .env