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# Based on https://stackoverflow.com/questions/77470565/probit-and-transforming-z-scores-in-gurobi-price-optimization

import numpy as np
import pulp
import pandas as pd


def make_distribution() -> tuple[
    np.ndarray,  # z scores
    pd.Series,   # probabilities

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import scipy.optimize
import numpy as np
import matplotlib.pyplot as plt


def F(
    phi: np.ndarray,
    uaa: float, ubb: float, uab: float, na: int, nb: int,
) -> np.ndarray:
    """

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"""
Based on https://stackoverflow.com/questions/76647505
"""

import pandas as pd
import pulp

data = {
    'Product': ('Product 1', 'Product 2', 'Product 3', 'Product 4',
                'Product 1', 'Product 2', 'Product 3', 'Product 4',

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class SomeCtx:
    def __enter__(self):
        return self

    def __exit__(self, exc_type, exc_val, exc_tb):
        print('I exited')

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from abc import ABC, abstractmethod
from contextlib import contextmanager
from dataclasses import dataclass
from os import path
from pathlib import Path
from typing import List, Dict, Optional, Any
from urllib.parse import urljoin

from bs4 import BeautifulSoup, SoupStrainer

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from _decimal import Decimal
from dataclasses import dataclass
from locale import currency, setlocale, LC_ALL
from sys import stdout
from typing import Collection

TAX = Decimal(0.15)


@dataclass

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What?

This is a handful of sessions to learn various subjects in electronics, including component selection, mains safety, a little bit of embedded design and programming, prototyping, and CAD. It will be done by making a simple clock with easy-to-manipulate through-hole parts.

These sessions are to be run separately from Ryan's KiCad session because this has a different focus - electronics basics - and uses a different CAD program, Eagle, because it's what I'm familiar with. All software used is free.

Attendees are to bring their laptop, note-taking material, and a calculator if they have one. (Math will not exceed the elementary school level.) Grid paper is recommended but not necessary. Bring $20.00 in total (not per session) to cover the cost of parts. If the attendee elects to purchase fabrication, that cost will be separate.

In the lab we will be using oscilloscopes, power supplies, multimeters and prototyping parts brought in for this project.

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Welcome to the descent into madness that is Excel units.

xlsxwriter has this lovely nugget that, unless you really care about exact column widths, you probably never had the urge to look up:

# Convert column width from user units to character width.
# For Calabri 11.
max_digit_width = 7

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This is a modernization effort on https://forum.pfsense.org/index.php?topic=115672.0

The list of dependencies has grown somewhat. Browsing through http://pkg.freebsd.org/FreeBSD:11:amd64/release_1/All/

you will need to pkg add http://pkg.freebsd.org/FreeBSD:11:amd64/release_1/All/... the following:

• openconnect-7.08.txz
• vpnc-scripts-20161215.txz