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The Best of the Best Practices (BOBP) Guide for Python

A "Best of the Best Practices" (BOBP) guide to developing in Python.

	#!/usr/bin/env bash

	# install pwnagotchi on rpi4

	WIFI_DEV="wlan1"
	AUTO_MODE=true
	DEBUG=false
	PWN_GRID=false
	PWN_GRID_REPORT=false
	HOME_NETWORK="YourHomeNetworkMaybe"

	import sys
	import pandas as pd
	from PyQt5.QtWidgets import QApplication, QTableView
	from PyQt5.QtCore import QAbstractTableModel, Qt

	df = pd.DataFrame({'a': ['Mary', 'Jim', 'John'],
	'b': [100, 200, 300],
	'c': ['a', 'b', 'c']})

	class pandasModel(QAbstractTableModel):

	from pathlib import Path
	import torch
	import torch.nn as nn
	import torch.nn.functional as F


	class TanhNet(nn.Module):
	def __init__(self, in_features, h_units):
	super(TanhNet, self).__init__()
	self.fc1 = nn.Linear(in_features, h_units)

	# Flutter (https://flutter.io) Developement Environment for Linux
	# ===============================================================
	#
	# This environment passes all Linux Flutter Doctor checks and is sufficient
	# for building Android applications and running Flutter tests.
	#
	# To build iOS applications, a Mac development environment is necessary.
	#

	FROM debian:stretch

	import click
	import hashlib
	import requests

	from pathlib import Path
	from tqdm import tqdm


	CONTEXT_SETTINGS = dict(help_option_names=['-h', '--help'])

	import keras.backend as K
	from keras.layers import Dense, Activation, Multiply, Add, Lambda
	import keras.initializers

	def highway_layers(value, n_layers, activation="tanh", gate_bias=-3):
	dim = K.int_shape(value)[-1]
	gate_bias_initializer = keras.initializers.Constant(gate_bias)
	for i in range(n_layers):
	gate = Dense(units=dim, bias_initializer=gate_bias_initializer)(value)
	gate = Activation("sigmoid")(gate)

	Run this command to install MG-CLI:
	sudo apt-get update && wget https://minergate.com/download/deb-cli -O minergate-cli.deb && sudo dpkg -i minergate-cli.deb

	to start miner (4 cores for BCN) use this command:
	minergate-cli -user <[email protected]> -bcn 4


	Feel free to send some of your earnings to me:
	BTC (Don't attempt to send other coins to this address!): 17f77AYHsQbdsB1Q6BbqPahJ8ZrjFLYH2j

	emulator -list-avds \| cat -n
	printf "Select AVD: "
	read index
	avd=$(emulator -list-avds \| sed "${index}q;d")
	echo "Selected $avd"
	emulator -netdelay none -netspeed full -avd $avd

	MIT License

	Copyright (c) 2018 Jason Sperske

	Permission is hereby granted, free of charge, to any person obtaining a copy
	of this software and associated documentation files (the "Software"), to deal
	in the Software without restriction, including without limitation the rights
	to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
	copies of the Software, and to permit persons to whom the Software is
	furnished to do so, subject to the following conditions: