python-crfsuite

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[Question] How is string feature handled?

1

Thanks for the great project. As I know, the CRF model only takes real values. If I use the suffix of a word (say last 4 letters) as a feature,...

GeekAlexis

Hotfix encoding issue

4

Closes #96 and #106

erip

Unable to fetch model parameters from python-crfsuite model

1

I have one CRF model build using python-crfsuite. I want to check previous model parameter which is used to built the model. Now, I load the model and goes through...

anandi1989

crfsuite is spamming /tmp

3

Where do the `.crfsuite` files in my `/tmp` folder come from? Can I delete those or prevent being created? 

severinsimmler

'bias' feature in example

6

I'm very new to CRF so I apologize if my issue is just ignorance... I was going through [the example](https://github.com/scrapinghub/python-crfsuite/blob/master/examples/CoNLL%202002.ipynb) and noticed that `word2features()` added a `'bias'` to the beginning...

tisdall

Add some type hints

3

Add some type hints for python

wannaphong

I have a small set of tagged data (financial securities offerings) with a very straightforward structure and pattern. I have been playing around with the 'algorithm' parameter of the Trainer...

rohitgadia

Training Issues in a Multi-Threaded Environment

1

We are using this library in a multi-threaded application, and we have run into an issue with thread-friendliness. When the library drops down into C++ and trains the model, it...

peblair

Add support for word embedding like features which are list of floats

7

The current API doesn't support adding features which are list of floats e.g. Word Embeddings. The current approach to add these features is to do something like `{"f0": 1.5, "f1":...

napsternxg

Can I predict with crf model using multiple processes? I tried, But I got errors -_-!

1

I tried, and I got Error: File "stringsource", line 2, in pycrfsuite._pycrfsuite.Tagger.__reduce_cython__ TypeError: self.c_tagger cannot be converted to a Python object for pickling my plan like this: ``` model_list =...

huwen2117