and usage of the above three libraries. 2.4. Dependencies 9 pandas: powerful Python data analysis toolkit, Release 0.25.3 {{ header }} 10 Chapter 2. Installation CHAPTER THREE GETTING STARTED {{ method for filtering: In [41]: df2 = df.copy() In [42]: df2['E'] = ['one', 'one', 'two', 'three', 'four', 'three'] In [43]: df2 Out[43]: A B C D E 2013-01-01 1.832747 1.515386 1.793547 -0.360634 one 2013-01-02 2013-01-04 0.509859 -2.769586 1.000521 -0.865748 three 2013-01-05 0.139488 -0.259328 1.082034 -0.902452 four 2013-01-06 -0.130327 -0.372906 1.072236 -0.424347 three In [44]: df2[df2['E'].isin(['two', 'four'])]

them in the same breadth as efficiency? To answer this question, let’s break down the two prominent ways to benchmark the model in the training phase namely sample efficiency and label efficiency. Sample workflow of such a device. The model continuously classifies audio signals into one of the four classes, three of which are the keywords that the device will accept: hello, weather and time. The fourth class (none) Figure 3-4: Workflow of a home-automation device which detects three spoken words: hello weather and time. The output is none when none of the three acceptable words are detected. Now, let’s say that the

Next, you must specify a virtual hard disk for your VM. There are many and potentially complicated ways in which VirtualBox can provide hard disk space to a VM (see chapter 5, Virtual storage, page 82 for virtual machine, as there are three candidates as to who receives keyboard input: the host operating system, VirtualBox, or the guest operating system. Who of these three receives keypresses depends on machine’s window You can resize the virtual machine’s window when it is running. In that case, one of three things will happen: 1. If you have “scale mode” enabled, then the virtual machine’s screen will be

Next, you must specify a virtual hard disk for your VM. There are many and potentially complicated ways in which VirtualBox can provide hard disk space to a VM (see chapter 5, Virtual storage, page 82 for virtual machine, as there are three candidates as to who receives keyboard input: the host operating system, VirtualBox, or the guest operating system. Who of these three receives keypresses depends on machine’s window You can resize the virtual machine’s window when it is running. In that case, one of three things will happen: 1. If you have “scale mode” enabled, then the virtual machine’s screen will be

Next, you must specify a virtual hard disk for your VM. There are many and potentially complicated ways in which VirtualBox can provide hard disk space to a VM (see chapter 5, Virtual storage, page 71 for virtual machine, as there are three candidates as to who receives keyboard input: the host operating system, VirtualBox, or the guest operating system. Who of these three receives keypresses depends on machine’s window You can resize the virtual machine’s window when it is running. In that case, one of three things will happen: 1. If you have “scale mode” enabled, then the virtual machine’s screen will be

Next, you must specify a virtual hard disk for your VM. There are many and potentially complicated ways in which VirtualBox can provide hard disk space to a VM (see chapter 5, Virtual storage, page 72 for virtual machine, as there are three candidates as to who receives keyboard input: the host operating system, VirtualBox, or the guest operating system. Who of these three receives keypresses depends on machine’s window You can resize the virtual machine’s window when it is running. In that case, one of three things will happen: 1. If you have “scale mode” enabled, then the virtual machine’s screen will be

Next, you must specify a virtual hard disk for your VM. There are many and potentially complicated ways in which VirtualBox can provide hard disk space to a VM (see chapter 5, Virtual storage, page 71 for virtual machine, as there are three candidates as to who receives keyboard input: the host operating system, VirtualBox, or the guest operating system. Who of these three receives keypresses depends on machine’s window You can resize the virtual machine’s window when it is running. In that case, one of three things will happen: 1. If you have “scale mode” enabled, then the virtual machine’s screen will be

Next, you must specify a virtual hard disk for your VM. There are many and potentially complicated ways in which VirtualBox can provide hard disk space to a VM (see chapter 5, Virtual storage, page 83 for virtual machine, as there are three candidates as to who receives keyboard input: the host operating system, VirtualBox, or the guest operating system. Who of these three receives keypresses depends on machine’s window You can resize the virtual machine’s window when it is running. In that case, one of three things will happen: 1. If you have “scale mode” enabled, then the virtual machine’s screen will be

Next, you must specify a virtual hard disk for your VM. There are many and potentially complicated ways in which VirtualBox can provide hard disk space to a VM (see chapter 5, Virtual storage, page 83 for virtual machine, as there are three candidates as to who receives keyboard input: the host operating system, VirtualBox, or the guest operating system. Who of these three receives keypresses depends on machine’s window You can resize the virtual machine’s window when it is running. In that case, one of three things will happen: 1. If you have “scale mode” enabled, then the virtual machine’s screen will be

Next, you must specify a virtual hard disk for your VM. There are many and potentially complicated ways in which VirtualBox can provide hard disk space to a VM (see chapter 5, Virtual storage, page 83 for virtual machine, as there are three candidates as to who receives keyboard input: the host operating system, VirtualBox, or the guest operating system. Who of these three receives keypresses depends on machine’s window You can resize the virtual machine’s window when it is running. In that case, one of three things will happen: 1. If you have “scale mode” enabled, then the virtual machine’s screen will be