| MATHEMATICS FOR MACHINE LEARNING | |
| Marc Peter Deisenroth | |
| A. Aldo Faisal | |
| Cheng Soon Ong | |
| Contents | |
| Foreword 1 | |
| Part I Mathematical Foundations 9 | |
| 1 Introduction and Motivation 11 1.1 Finding Words for Intuitions 12 1.2 Two Ways to Read This Book 13 1.3 Exercises and Feedback 16 | |
| 2 Linear Algebra 17 2.1 Systems of Linear Equations 19 2.2 Matrices 22 2.3 Solving Systems of Linear Equations 27 2.4 Vector Spaces 35 2.5 Linear Independence 40 2.6 Basis and Rank 44 2.7 Linear Mappings 48 2.8 Affine Spaces 61 2.9 Further Reading 63 Exercises 64 | |
| 3 Analytic Geometry 70 3.1 Norms 71 3.2 Inner Products 72 3.3 Lengths and Distances 75 3.4 Angles and Orthogonality 76 3.5 Orthonormal Basis 78 3.6 Orthogonal Complement 79 3.7 Inner Product of Functions 80 3.8 Orthogonal Projections 81 3.9 Rotations 91 3.10 Further Reading 94 Exercises 96 |
| # ____ | |
| # __ _|___ \ _ __ _ __ _____ ___ _ | |
| # \ \ / / __) | '_ \| '__/ _ \ \/ / | | | | |
| # \ V / / __/| |_) | | | (_) > <| |_| | | |
| # (_)_/ |_____| .__/|_| \___/_/\_\\__, | | |
| # |_| |___/ | |
| # +---------------+---------------------------------------+ | |
| # | author | bGZo | | |
| # | test command | curl www.google.com | | |
| # | software | clashMeta / proxifier | |
Run the following command on your terminal to install Homebrew. Homebrew is a package manager for Macs and is used to install useful development tools and software.
/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
brew install --cask anaconda to install Anaconda
| // ==UserScript== | |
| // @name Tinder Deblur | |
| // @namespace Violentmonkey Scripts | |
| // @match https://tinder.com/* | |
| // @grant none | |
| // @version 1.4 | |
| // @author Tajnymag | |
| // @downloadURL https://raw.githubusercontent.com/tajnymag/tinder-deblur/main/tinder.user.js | |
| // @description Simple script using the official Tinder API to get clean photos of the users who liked you | |
| // ==/UserScript== |
| # used different forum posts/guides to figure this out like: | |
| # The uninstall script is located at /Library/Parallels/Parallels Service.app/Contents/Resources | |
| # https://github.com/danijeljw/remparallels/blob/master/remprls.sh | |
| # https://kb.parallels.com/122461 | |
| # sudo find / -iname "*parallels*" | |
| # sudo find / -iname "*prl*" | |
| #before uninstalling deactivate your licencse - this won't be possible after uninstall | |
| prlsrvctl deactivate-license |
| # BetterTouchTool reset trial time | |
| # ** All preference will reset | |
| echo "remove ~/Library/Preferences/com.hegenberg.BetterTouchTool.plist" | |
| rm -rf ~/Library/Preferences/com.hegenberg.BetterTouchTool.plist | |
| echo "Done" | |
| echo "remove ~/Library/Application\ Support/BetterTouchTool/" | |
| rm -rf ~/Library/Application\ Support/BetterTouchTool/ | |
| echo "Done" |
| def router_reset(): | |
| print "Modem resetleniyor" | |
| driver = webdriver.Chrome('./chromedriver') | |
| driver.get('http://192.168.1.1/login.cgi') | |
| username = driver.find_element_by_id('username') | |
| password = driver.find_element_by_id('userpassword') |
| # Upgrade / Update outdated casks installed. | |
| # -------------------------------------------------------------------------------- | |
| # Looks for outdated casks and installs the the latest version. | |
| # User data (like application preferences) is intact. | |
| # Updated one liner (thanks Henrik242) | |
| # -------------------------------------------------------------------------------- | |
| brew upgrade $(brew outdated --cask --greedy --quiet) | |
| # -*- coding: utf8 -*- | |
| import jwt | |
| import time | |
| import json | |
| import os | |
| from hyper import HTTPConnection | |
| class ApnsPusher: | |
| def __init__(self, apns_key_id = '', apns_key_name = '.p8', team_id = '', bundle_id = ''): |
| # after appcleaner does his magic, do this | |
| sudo rm -rf "/Library/Application Support/Paragon Software/" | |
| sudo rm /Library/LaunchDaemons/com.paragon-software.installer.plist | |
| sudo rm /Library/LaunchDaemons/com.paragon-software.ntfs.loader.plist | |
| sudo rm /Library/LaunchDaemons/com.paragon-software.ntfsd.plist | |
| sudo rm /Library/LaunchAgents/com.paragon-software.ntfs.notification-agent.plist | |
| sudo rm -rf /Library/Filesystems/ufsd_NTFS.fs/ | |
| sudo rm -rf /Library/PrivilegedHelperTools/com.paragon-software.installer | |
| sudo rm -rf /Library/Extensions/ufsd_NTFS.kext/ |
