tagger | Sequence Labeling models | Natural Language Processing library

by yzhangcs Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | tagger Summary

tagger is a Python library typically used in Artificial Intelligence, Natural Language Processing, Pytorch applications. tagger has no bugs, it has a Permissive License and it has low support. However tagger has 1 vulnerabilities and it build file is not available. You can download it from GitHub.

Models used for Sequence Labeling.

Support

Quality

Security

License

Reuse

Support

tagger has a low active ecosystem.

It has 11 star(s) with 0 fork(s). There are 4 watchers for this library.

It had no major release in the last 6 months.

There are 1 open issues and 0 have been closed. On average issues are closed in 360 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of tagger is current.

Quality

tagger has no bugs reported.

Security

tagger has 1 vulnerability issues reported (0 critical, 1 high, 0 medium, 0 low).

License

tagger is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

tagger releases are not available. You will need to build from source code and install.

tagger has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are not available. Examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed tagger and discovered the below as its top functions. This is intended to give you an instant insight into tagger implemented functionality, and help decide if they suit your requirements.

Convert sequences into integers
Get a tensorflow tensor
Convert a sequence of character ids to a tensor
Convert a sequence of words to a sequence of ids
Convert a sequence of Tensors to tensors
Train the model
Viter embedding
Evaluate the model
Calculate the log - likelihood
Compute the score for a given target
Calculate the logarithm
Read embeddings
Extend the list of words

Get all kandi verified functions for this library.

tagger Key Features

No Key Features are available at this moment for tagger.

tagger Examples and Code Snippets

No Code Snippets are available at this moment for tagger.

Community Discussions

Trending Discussions on tagger

Can't import spacy

flair PermissionError: [Errno 13] Permission denied: '/root/.cache'

How can I add new POS tag in spacy for English

Flask - Calling a function within a function

How to resolve Spacy POS Attribute E1005 Error

How to force a certain tag in spaCy?

RecyclerView skipping layout and lagging

Create an annotated git-tag with a particular tagger-name, tagged-date

AllenNlp QA Application produces Spacy warning: [WARNING] [W108] for every word in the document

Python's SpaCy EntityRuler does not return me any results

QUESTION

Can't import spacy

Asked 2021-Jun-08 at 16:11

i've been trying to import spacy but everytime an error appears as a result. I used this line to install the package :

...

ANSWER

Answered 2021-Jun-08 at 16:11

The problem is that the file you are working in is named spacy.py, which is interfering with the spacy module. So you should rename your file to something other than "spacy".

Source https://stackoverflow.com/questions/67890652

QUESTION

flair PermissionError: [Errno 13] Permission denied: '/root/.cache'

Asked 2021-Jun-07 at 11:52

I am calling the python script with the flair package with a www-data user (no sudo rights). The models are in path for which that user has access rights, which I have set flair.cache_root = Path("tools/flair")

However, when I run the script with that user I get a Permission Error:

...

ANSWER

Answered 2021-Jun-07 at 11:52

The error is caused by the transformer model that flair loads. The cache directory for transformers has to be specified in additional by setting the environment variable TRANSFORMERS_CACHE=/path/to/transformers

Source https://stackoverflow.com/questions/67840219

QUESTION

How can I add new POS tag in spacy for English

Asked 2021-May-15 at 07:05

For POS tagging, I am using spacy. I found pos tags for gerund and infinitives are not given. How can I add these two new tags in spacy? I can change tags within the list but not able to add new tags. Please help. Thank you.

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ANSWER

Answered 2021-May-15 at 07:05

Rather than modifying the output, it sounds like you should just use the .tag_ attribute, which is more detailed and language specific. In this case the value will be VB for an infinitive and VBG for a gerund. These are Penn Treebank Tags.

The .pos_ values are from Universal Dependencies, and are less detailed but appropriate for multi-lingual applications.

Source https://stackoverflow.com/questions/67543745

QUESTION

Flask - Calling a function within a function

Asked 2021-May-10 at 14:50

I'm sorry in advance for the rookie question. I'm learning Flask and I have a Python file that I'm now using in a Flask app. When I run the app.py file in Python (python app.py), everything works. However, when I run it in Flask, I get the error: AttributeError: 'Flask' object has no attribute 'tagger'.

The resTag function is trying to return a response from the Tagger -> tag function. The result is the error message, mentioned above.

Any advice?

app.py

...

ANSWER

Answered 2021-May-10 at 14:50

return statement should be return Tagger.tag(text, tokenized)

Source https://stackoverflow.com/questions/67472554

QUESTION

How to resolve Spacy POS Attribute E1005 Error

Asked 2021-May-10 at 04:32

I was able to install spaCy and download the standard English model (en_core_web_sm).

But by just loading the standard data model, I received the following error message:

...

ANSWER

Answered 2021-May-10 at 04:32

You have a model for spaCy v2 (the model version starts with 2), but you are using spaCy v3. The models are not compatible with different major versions. You need to uninstall the model and then download the new model:

Source https://stackoverflow.com/questions/67441897

QUESTION

How to force a certain tag in spaCy?

Asked 2021-Apr-26 at 09:51

I'm using spaCy '3.0.0rc2' with a custom model. Unfortunately my training data is low in hyphens (-), therefore the hyphen often gets tagged as NOUN.

Is there some way to force a certain tag or pos, to make sure that all the - tokens get tagged with PUNCT?

Basically I am looking for a solution like proposed in the answer to this question here: How to force a pos tag in spacy before/after tagger?

Unfortunately this does not seem to work anymore (at least for spaCy 3) and raises an error:

...

ANSWER

Answered 2021-Jan-13 at 11:50

In spaCy v3, exceptions like this can be implemented in the attribute_ruler component:

Source https://stackoverflow.com/questions/65699672

QUESTION

RecyclerView skipping layout and lagging

Asked 2021-Apr-14 at 10:37

I'm sorry to ask the repeatedly answered question but I just couldn't solve this relating to my specific case, maybe I'm missing something. The error is E/RecyclerView: No adapter attached; skipping layout and I'm not sure, is the problem with an adapter I set or the RecyclerView per se? Also, I was following a tutorial and this was the code that was presented.

(I tried brining the initRecyclerView() into the main onCreateView but no luck. Some answers say to set an empty adapter first and notify it with the changes later but I don't know how to do that.) This is my HomeFragment:

...

ANSWER

Answered 2021-Apr-14 at 10:37

Ok, it's normal you have this message because in your code, you' ll do this :

Source https://stackoverflow.com/questions/66696027

QUESTION

Create an annotated git-tag with a particular tagger-name, tagged-date

Asked 2021-Mar-30 at 09:09

How to create an annotated git-tag with a particular tagger-name, tagged-date?

The docs how to make it right have no such info.

From another stackoverflow question:

...

ANSWER

Answered 2021-Mar-26 at 14:52

An annotated tag is very similar to a commit, and thus methods for git commit works for git tag -a.

For specifying date, use GIT_COMMITTER_DATE and GIT_AUTHOR_DATE environment variables.
For temporarily (for this single command only) changing git config, use git -c config_key=config.value

So the command you can do is:

Source https://stackoverflow.com/questions/66818804

QUESTION

AllenNlp QA Application produces Spacy warning: [WARNING] [W108] for every word in the document

Asked 2021-Mar-28 at 13:36

I have created a simple Question Answering application with AllenNlp. It used to run smoothly with no warnings, but now, for every token in the passage, this spacy warning is printed in the console:

[WARNING] [W108] The rule-based lemmatizer did not find POS annotation for the token 'X'. Check that your pipeline includes components that assign token.pos, typically 'tagger'+'attribute_ruler' or 'morphologizer'.

The system versions are: allenlp==2.1.0 spacy==3.0.5 Can anyone please help?

...

ANSWER

Answered 2021-Mar-25 at 06:00

Hard to be sure without more information about your code, but I suspect this is caused by upgrading from spaCy 2 to spaCy 3.

If you just want to get your old code running, you can downgrade spaCy; I recommend locking your version to avoid accidental updates.

The warning itself can be ignored if you aren't using lemmas. If you are using lemmas, it means that you need to make sure the lemmatizer has access to part of speech tags. If you are using English this means you need to enable the tagger and attribute_ruler pipeline components. You can see more about this here in the spaCy Discussions.

Source https://stackoverflow.com/questions/66783059

QUESTION

Python's SpaCy EntityRuler does not return me any results

Asked 2021-Mar-27 at 13:12

I want to make SpaCy model that will recognise organisation names. Each organisation name have between 1 and 4 words, that can be titled or capitalised. I have added more than 3500 names of the organisations like this:

...

ANSWER

Answered 2021-Mar-27 at 12:47

You're not adding the EntityRuler correctly. You're creating an EntityRuler from scratch and adding rules to it, and then telling the pipeline to create an EntityRuler that's completely unrelated.

This is the problem code:

Source https://stackoverflow.com/questions/66825806

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

CVE-2007-0545 HIGH

Maxtricity Tagger 0.1 stores sensitive information under the web root with insufficient access control, which allows remote attackers to download a database containing passwords via a direct request for tagger.mdb.

http://securityreason.com/securityalert/2214

http://osvdb.org/33577

http://www.securityfocus.com/archive/1/457953/100/0/threaded

Install tagger

You can download it from GitHub.
You can use tagger like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: