python-crfsuite | A python binding for crfsuite | Machine Learning library

by scrapinghub Python Version: 0.9.10 License: MIT

X-Ray Key Features Code Snippets Community Discussions(4)Vulnerabilities Install Support

kandi X-RAY | python-crfsuite Summary

python-crfsuite is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow, Numpy applications. python-crfsuite has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has high support. You can install using 'pip install python-crfsuite' or download it from GitHub, PyPI.

A python binding for crfsuite

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Quality

Security

License

Reuse

Support

python-crfsuite has a highly active ecosystem.

It has 749 star(s) with 219 fork(s). There are 34 watchers for this library.

There were 1 major release(s) in the last 6 months.

There are 49 open issues and 44 have been closed. On average issues are closed in 111 days. There are 7 open pull requests and 0 closed requests.

It has a negative sentiment in the developer community.

The latest version of python-crfsuite is 0.9.10

Quality

python-crfsuite has 0 bugs and 0 code smells.

Security

python-crfsuite has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

python-crfsuite code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

python-crfsuite 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

python-crfsuite releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

python-crfsuite saves you 476 person hours of effort in developing the same functionality from scratch.

It has 1122 lines of code, 73 functions and 11 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

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

Process the given line
Handle start generation
Process a FATGEN line
Extracts the number of seconds required
Handle after iteration
Handle iteration
Return the iteration head of the iteration
Called when the next iteration is finished
Handle storing operations

Get all kandi verified functions for this library.

python-crfsuite Key Features

No Key Features are available at this moment for python-crfsuite.

python-crfsuite Examples and Code Snippets

No Code Snippets are available at this moment for python-crfsuite.

Community Discussions

Trending Discussions on python-crfsuite

How to use RandomizedSearchCV on a nested list consisting of one list?

PIP install rasa-x is not working and pip downgrade too

Why is the Trainer function in pycrfsuite not working?

Why doesn't the rasa nlu recognize that tensorflow is installed?

QUESTION

How to use RandomizedSearchCV on a nested list consisting of one list?

Asked 2022-Feb-02 at 15:50

I have built a Sentence Boundary Detection Classifier. For the sequence labeling I used a conditional random field. For the hyperparameter optimization I would like to use RandomizedSearchCV. My training data consists of 6 annotated texts. I merge all 6 texts to a tokenlist. For the implementation I followed an example from the documentation. Here my simplified code:

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ANSWER

Answered 2022-Jan-31 at 13:33

According to the official tutorial here, your train/test sets (i.e., X_train, X_test) should be a list of lists of dictionaries. For example:

Source https://stackoverflow.com/questions/70923870

QUESTION

PIP install rasa-x is not working and pip downgrade too

Asked 2021-Jan-25 at 13:34

I have exactly the same problem as mentioned in PIP install rasa-x takes forever. In the Rasa installation guide they say, you have to create an environment first. Everytime I do: conda create --name rasa python==3.7.6 it automatically downloads pip-20.3.3. If I now try the pip install --upgrade pip==20.2 command it shows the following error: Error. What did I do wrong? Thanks for the help!

**Update: python -m pip install --upgrade pip==20.2 worked, but now there is another problem when trying to install Rasa-X:Rasa-X installation error

here is the code

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ANSWER

Answered 2021-Jan-25 at 13:34

I had this issue as well and for me installing pip packages with python -m pip install worked. So python -m pip install --upgrade pip==20.2 should work for you.

See here:

Source https://stackoverflow.com/questions/65884779

QUESTION

Why is the Trainer function in pycrfsuite not working?

Asked 2020-Mar-18 at 08:48

I'm building a word segmentation tool and for some reason the pycrfsuite.Trainer isn't working.

It's giving me the error "Module 'pycrfsuite' has no 'Trainer' memberpylint"

trainer = pycrfsuite.Trainer(verbose=False)

I've tried uninstalling and reinstalling the python-crfsuite again but that didn't work for me.

Any solutions? Thank you.

...

ANSWER

Answered 2020-Mar-18 at 08:48

Okay so I realized that Visual Code was giving an error even though the function Trainer worked fine.

So now I'm just ignoring the error and it seems to be working.

Thank you.

Source https://stackoverflow.com/questions/60465708

QUESTION

Why doesn't the rasa nlu recognize that tensorflow is installed?

Asked 2020-Feb-28 at 10:09

I'm using the rasa nlu with the supervised_embedding pipeline, and I am trying to train my models. On my local machine, I can train without any issues. When I try to train the models on my server, I am getting the following error:

...

ANSWER

Answered 2020-Feb-26 at 14:31

Looks like the reason it wasn't working on the server is because the CPU on it doesn't have the AVX instruction set. I have managed to train it on another server that has the AVX instruction set.

Source https://stackoverflow.com/questions/60400753

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

Vulnerabilities

No vulnerabilities reported

Install python-crfsuite

You can install using 'pip install python-crfsuite' or download it from GitHub, PyPI.
You can use python-crfsuite 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 .

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