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'''Implementation and of K Means Clustering | |
Requires : python 2.7.x, Numpy 1.7.1+''' | |
import numpy as np | |
def kMeans(X, K, maxIters = 10, plot_progress = None): | |
centroids = X[np.random.choice(np.arange(len(X)), K)] | |
for i in range(maxIters): | |
# Cluster Assignment step | |
C = np.array([np.argmin([np.dot(x_i-y_k, x_i-y_k) for y_k in centroids]) for x_i in X]) |
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#!/bin/bash | |
# spotify-kodi startup script | |
# | |
# Start spotify, wait for display, start kodi, bring kodi window into focus (again) | |
# | |
# # USAGE | |
# 1. Install somewhere (e.g. /snap/bin/) | |
# 2. Run as startup item on Linux | |
# | |
# # ABOUT |
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#!/usr/bin/env zsh | |
# | |
# # About | |
# | |
# Since APFS supports de-duplication on block-level, it can be useful to | |
# manually de-duplicate your files if you've migrated/upgrade to APFS not | |
# using a fresh install. | |
# | |
# I've written this simple script with the aim to: | |
# - Be simple, easy to read and understand (for users to check) |
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# TvW fork: also report energy used | |
blueprint: | |
name: Appliance has finished+ | |
description: Do something when an appliance (like a washing machine or dishwasher) | |
has finished as detected by a power sensor, and show power consumption. | |
domain: automation | |
input: | |
power_sensor: | |
name: Power Sensor | |
description: 'Power sensor entity (e.g. from a smart plug device).' |
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blueprint: | |
name: High sensor value notification | |
description: Notify users of high sensor values (e.g. CO2, temp, PM2.5), and again when value drops below acceptable level | |
domain: automation | |
input: | |
trigger_sensor: | |
name: Trigger sensor | |
description: E.g. CO2, PM2.5, temperature | |
selector: | |
entity: |
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############################################################################### | |
# Topic: Using RouterOS to VLAN your network | |
# Example: Router-Switch-AP all in one device | |
# Web: https://forum.mikrotik.com/viewtopic.php?t=143620 | |
# RouterOS: 6.43.12 | |
# Date: Mar 28, 2019 | |
# Notes: Start with a reset (/system reset-configuration) | |
# Thanks: mkx, sindy | |
############################################################################### |
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