Conventions used

There are a number of text conventions used throughout this book.

Code in text: Indicates code words in text, database table names, folder names, filenames, file extensions, pathnames, dummy URLs, user input, and Twitter handles. Here is an example: “We’ll model the adjacency matrix using the ENCOAdjacencyDistributionModule object.”

A block of code is set as follows:

preds = causal_bert.inference(
    texts=df['text'],
    confounds=df['has_photo'],
)[0]

Any command-line input or output is written as follows:

$ pip install demoji

Bold: Indicates a new term, an important word, or words that you see onscreen. For instance, words in menus or dialog boxes appear in bold. Here is an example: “Select System info from the Administration panel.”

Tips or important notes

Appear like this.