BiLSTM-CRF | 中文命名实体识别 English NER | Natural Language Processing library

by guocheng2018 Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | BiLSTM-CRF Summary

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

中文命名实体识别 | English NER

Support

Quality

Security

License

Reuse

Support

BiLSTM-CRF has a low active ecosystem.

It has 13 star(s) with 2 fork(s). There are no watchers for this library.

It had no major release in the last 6 months.

BiLSTM-CRF has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of BiLSTM-CRF is current.

Quality

BiLSTM-CRF has no bugs reported.

Security

BiLSTM-CRF has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

BiLSTM-CRF 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

BiLSTM-CRF releases are not available. You will need to build from source code and install.

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

Evaluate the model
Get emissions from seqs and masks
Determine the best tags from the input sequence
Compute precision recall and f1 score
Replace digits with zero
Check if s is a number
Transforms the input data into a single word
Calculate the loss function
Fill vocabulary
Read a text file
Return a list of the tags for the given sentence
Load a pickled object
Dump an object to a file

Get all kandi verified functions for this library.

BiLSTM-CRF Key Features

No Key Features are available at this moment for BiLSTM-CRF.

BiLSTM-CRF Examples and Code Snippets

No Code Snippets are available at this moment for BiLSTM-CRF.

Community Discussions

Trending Discussions on BiLSTM-CRF

regarding one code segment in computing log_sum_exp

QUESTION

regarding one code segment in computing log_sum_exp

Asked 2020-May-18 at 05:18

In this tutorial on using Pytorch to implement BiLSTM-CRF, author implements the following function. In specific, I am not quite understand what does max_score_broadcast = max_score.view(1, -1).expand(1, vec.size()[1]) try to do?, or which kind of math formula it corresponds to?

...

ANSWER

Answered 2020-May-18 at 05:18

Looking at the code, it seems like vec has a shape of (1, n).
Now we can follow the code line by line:

Source https://stackoverflow.com/questions/61862579

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

Vulnerabilities

No vulnerabilities reported

Install BiLSTM-CRF

You can download it from GitHub.
You can use BiLSTM-CRF 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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