keywords

Voldemort

Voldemort

The whole point about sequence and precedence is erroneous. The solution the author has in mind (despite the contradictory phrasing and code) seems to be to put the entity_ruler BEFORE ner. Although this works here, it is NOT deterministic and NOT the standard way of solving the problem.

• If you put the entity_ruler BEFORE ner, you just suggest a label to the NER model. The NER model can potentially override your rule-based matches if it has strong predictions.
• If you put the entity_ruler AFTER ner, your rules have the final say and override any conflicting NER predictions. Note, however, that for this behaviour to work you have to set overwrite_ents to True in a configuration argument. E.g. ruler = nlp.add_pipe("entity_ruler", config={"overwrite_ents": True})

failure to?

experiment

Have we? I don’t think so.

will

Oftentimes

Oftentimes

This is confusing: AttributeRuler is a pipe like all the others listed under "Attribute Rulers", and the plural "Attribute Rulers" does not make any sense here. Correct: "Below is a complete list of the standard pipes and matchers from spaCy (a matcher "just" finds patterns and does not tag or manipulate data in the same way as pipes)." 1.3.1.1 Standard Pipes - AttributeRuler - DependencyParser - etc.

DependencyParser

Morphologizer

We haven't seen this before.

cut

cut

whereas

cut

Refers to the spaCy documentation, as at https://spacy.io/api/token

belongs

token

need

Not a "container" but an object contained by containers.

the

cut

Will we really return to this topic?

have

We haven't met this function before.

oftentimes

straightforward

as a?

easy

.plot is an attribute rather than a method

viridis

DataFrame

are a

chs. 1-3

ch. 4 of Pandas

This is left unexplained and unused.

somewhat confusing given that the Survived column is not even included in the example

This

columns

knowing the quantity of a

groupby

columns

misleading, since there is no functional parallel to the pipe symbol (|) as known e.g. from Shell commands; in Pandas, | is instead an OR operator

?

of

6–20, or indices 5–19

select

lookups

?

first

oftentimes [here and always]

.unique()

in fact the len function has not been introduced before (phrase is cut in print edition)

not under the name of the library but as bs4

Voilà

i.e. URLs are used instead of IP addresses

, o

pull?

a server

the same command (without “!”)

cut

then

e.g. Chrome and Firefox

Selenium

Selenium

Selenium

Selenium

eXtensible

Unclear: "all indices up to the first index" can only refer to the single index 0. This is nonsensical phrasing. - If it is meant that we can grab all indices from the beginning of a list up to certain index then the example should be e.g. print (first_list[:2]) and the description should be changed accordingly. - If it is meant that we can grab indexes from behind (from right to left) up to the first index (being 0), the example/syntax given is wrong. Then it should be print (first_list[::-1]. This seems more likely given that the description would make sense as it stands and the mistake would just concern two signs in the example. But the concept of slice notation should be better introduced then.

two

difficult

that

function

glob function (as part of the glob module/library)

it

statement

cut

file?

keyword (or "statement", as in print edition)

open function

keyword (or "statement", as in print edition)

function

keyword

sentence?

as something

not explained before

a new instance of the Emperor class / an Emperor object

voilà

cut

will

Default parameter and keyword argument

default parameter

parameter

Tom

is

9

stopping

they are most

Voilà

Pseudo

pseudo

Trinket

2

to

7%2

7//2

cut

comma

refers only to "coming after the string"