unixpickle

letters = 'abcdefghijklmnopqrstuvwxyz'

with open('/usr/share/dict/words', 'rt') as in_file:
    words = [x.strip() for x in in_file.readlines()]

counts = {}
starts = {}
total = 0
for letter in letters:
    counts[letter] = len([x for x in words if x.endswith(letter)])

unixpickle

This is a set of things I suggest you do on a new Ubuntu machine to make it nice and (almost) Mac-like.

Install some packages

sudo apt install -y xclip
sudo apt install -y caffeine
sudo apt install -y gnome-tweaks

unixpickle

"""
Generate points for a dodecahedron by solving an
optimization problem.

Gradient descent doesn't always converge to the global
minimum, so I run it repeatedly and keep printing the
solutions it comes up with if they're better than the
previous solution.
"""

unixpickle

"""
Get 99% accuracy on MNIST with a norm-activated network.

Test set: Average loss: 0.0395, Accuracy: 9880/10000 (99%)

Based on: https://github.com/pytorch/examples/blob/master/mnist/main.py
"""

import argparse
import torch

unixpickle

// Solve this logic puzzle:
// https://xmonader.github.io/prolog/2018/12/21/solving-murder-prolog.html

package main

import (
	"fmt"

	"github.com/unixpickle/approb"
)

unixpickle

unixpickle

unixpickle

"""
Histogram actors by birthday and astrological sign.
"""

import datetime
import re

import requests

unixpickle

function(canvas, video) {
    function setupAudioLevel() {
        window.HACK_VOLUME_LEVEL = 0.0;
        navigator.mediaDevices.getUserMedia({ audio: true, video: false }).then((stream) => {
            const ctx = new AudioContext();
            const source = ctx.createMediaStreamSource(stream);
            const node = ctx.createScriptProcessor(4096, 1, 1);
            node.onaudioprocess = (event) => {
                const buffer = event.inputBuffer.getChannelData(0);
                let sum = 0;

unixpickle

function(canvas, video) {
    function setupAudioLevel() {
        window.HACK_VOLUME_LEVEL = 0.0;
        navigator.mediaDevices.getUserMedia({ audio: true, video: false }).then((stream) => {
            const ctx = new AudioContext();
            const source = ctx.createMediaStreamSource(stream);
            const node = ctx.createScriptProcessor(4096, 1, 1);
            node.onaudioprocess = (event) => {
                const buffer = event.inputBuffer.getChannelData(0);
                let sum = 0;