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**Software and hardware specifications** | ||
======================================== | ||
|
||
<table> | ||
<thead> | ||
<tr class="header"> | ||
<th><strong>Chapter number</strong></th> | ||
<th><strong>Software required<br /> | ||
(with version)</strong></th> | ||
<th><strong>Hardware specifications</strong></th> | ||
<th><strong>OS required</strong></th> | ||
</tr> | ||
</thead> | ||
<tbody> | ||
<tr> | ||
<td rowspan="2">1-12</td> | ||
<td>Python 3.8</td> | ||
<td rowspan="2">x86/AMD64 system</td> | ||
<td rowspan="2">Windows,<br /> | ||
any Linux distro,<br /> | ||
or macOS</td> | ||
</tr> | ||
<tr> | ||
<td>Any modern web browser, <br />such as Firefox, Edge, Safari, <br />or Chrome</td> | ||
</tr> | ||
</tbody> | ||
</table> | ||
|
||
**\*Note**: The code in this book is in the form of Jupyter notebooks, | ||
and can be executed in Google Colaboratory. If you wish to execute these | ||
on your local machine, the (Python) package requirements are mentioned | ||
in the following section. Do keep in mind however, that these notebooks | ||
make extensive use of Colab forms, which won't be visible when executed | ||
on your local machine. | ||
|
||
**Package specifications** | ||
========================== | ||
|
||
| **Package required** | **Version** | **Installation command (pip)** | | ||
|----------------------|-------------------|--------------------------------| | ||
| Jupyter | 1.0.0 or higher | `pip install jupyter` | | ||
| TensorFlow | 2.2.0 or higher | `pip install tensorflow` | | ||
| NumPy | 1.19.1 or higher | `pip install numpy` | | ||
| SciPy | 1.5.2 or higher | `pip install scipy` | | ||
| pandas | 1.1.0 or higher | `pip install pandas` | | ||
| Matplotlib | 3.3.0 or higher | `pip install matplotlib` | | ||
| scikit-learn | 0.23.1 or higher | `pip install scikit-learn` | | ||
| shap | 0.35.0 or higher | `pip install shap` | | ||
| lime | 0.2.0.1 or higher | `pip install lime` | | ||
| facets-overview | 1.0.0 or higher | `pip install facets-overview` | | ||
| witwidget | 1.7.0 or higher | `pip install witwidget` | | ||
|
||
**\*Note**: This isn't an exhaustive list of all the packages required | ||
to run the codes in this book, but only the essential and most commonly | ||
used packages in the book. You will likely encounter some more required | ||
packages as you read through the book, which you can install using pip | ||
or conda. | ||
|
||
**Additional requirement** | ||
========================== | ||
|
||
*Chapter 7*, *A Python Client for Explainable AI Chatbots*, requires a | ||
Google Cloud Platform account. For pricing details, visit: | ||
<https://cloud.google.com/pricing>. |