anago | Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition | Natural Language Processing library

by Hironsan Python Version: 1.0.8 License: MIT

X-Ray Key Features Code Snippets(1)Community Discussions(5)Vulnerabilities Install Support

kandi X-RAY | anago Summary

anago is a Python library typically used in Artificial Intelligence, Natural Language Processing, Deep Learning, Pytorch applications. anago has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can install using 'pip install anago' or download it from GitHub, PyPI.

anaGo is a Python library for sequence labeling(NER, PoS Tagging,...), implemented in Keras. anaGo can solve sequence labeling tasks such as named entity recognition (NER), part-of-speech tagging (POS tagging), semantic role labeling (SRL) and so on. Unlike traditional sequence labeling solver, anaGo don't need to define any language dependent features. Thus, we can easily use anaGo for any languages.

Support

Quality

Security

License

Reuse

Support

anago has a medium active ecosystem.

It has 1465 star(s) with 375 fork(s). There are 64 watchers for this library.

It had no major release in the last 12 months.

There are 37 open issues and 72 have been closed. On average issues are closed in 44 days. There are 10 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of anago is 1.0.8

Quality

anago has 0 bugs and 0 code smells.

Security

anago has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

anago code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

anago 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

anago releases are available to install and integrate.

Deployable package is available in PyPI.

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

Installation instructions, examples and code snippets are available.

Top functions reviewed by kandi - BETA

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

Establishes the model
Builds the vocabulary
Connects the model
Add documents
Filter out embeddings
Validate text and return response
Get tags from predicates
Return the probability of the given pred
Builds a response from the given text
Embeds sentences
Return the identifier for a given token
Pad sequences of nested sequences
Convert a document to ID
Compute the f1 score
Predict using the model
Adds a token to the collection
Download weights file
Load the model
Calculate the accuracy of the Viterbi function
Returns the marginal accuracy function
Loads a word vector from a file
Returns the loss function
Load data and labels from a file
Calculate f1 score
Filters out embeddings
Call the CRF function
Builds the word embedding

Get all kandi verified functions for this library.

anago Key Features

No Key Features are available at this moment for anago.

anago Examples and Code Snippets

Anago,License

Java

Lines of Code : 13

License : Permissive (Apache-2.0)

Copy

Copyright 2016 Keisuke Kobayashi

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Community Discussions

Trending Discussions on anago

Text Search for iOS Calendar using EventKit

Kubernetes on worker node - kubelet.service not starting

Kubeadm Init failed at boot up control plane (kubelet isn't running or healthy)

how to use ktrain for NER Offline?

Service "kube-dns" is invalid: spec.clusterIP: Invalid value: "10.10.0.10": field is immutable

QUESTION

Text Search for iOS Calendar using EventKit

Asked 2021-Sep-02 at 12:29

I need to search an iOS device calendar for calendar events that contain a given text in the event notes. Apple describes this procedure for a date filter, where the filter conditions are defined in an NSPredicate instance - as in the following example (from https://developer.apple.com/documentation/eventkit/retrieving_events_and_reminders#overview) and many others I could find.

...

ANSWER

Answered 2021-Aug-26 at 15:51

Event kit's events(matching:) method only accepts predicates created by event kit methods. If you pass a custom NSPredicate like.

Source https://stackoverflow.com/questions/68939862

QUESTION

Kubernetes on worker node - kubelet.service not starting

Asked 2020-Dec-18 at 03:49

I am trying to setup a new worker-node on CentOS-7.9 with following commands.

...

ANSWER

Answered 2020-Dec-18 at 03:49

Node has joined the cluster after commenting the entries from /etc/resolv.conf file then once node has joined to the cluster successfully again Un-commented. Now on my master all the namespaces and nodes are running fine.

Source https://stackoverflow.com/questions/65107179

QUESTION

Kubeadm Init failed at boot up control plane (kubelet isn't running or healthy)

Asked 2020-Nov-25 at 13:11

I am using centos7 and using the below command to the bootstrap Kubernetes control plane in Master node :

...

ANSWER

Answered 2020-Nov-25 at 13:11

You have a very old Linux kernel released in 2015.
No container will work with it.
Upgrade the kernel, reinstall your docker and kubernetes tools and try again.

Source https://stackoverflow.com/questions/64985452

QUESTION

how to use ktrain for NER Offline?

Asked 2020-Jun-04 at 13:18

I have trained my English model following this notebook (https://nbviewer.jupyter.org/github/amaiya/ktrain/blob/master/tutorials/tutorial-06-sequence-tagging.ipynb). I am able to save my pretrained model and run it with no problem.

However, I need to run it again but OFFLINE and it is not working, I understand that I need to download the file and do something similar to what is done here.

https://github.com/huggingface/transformers/issues/136

However, I am not able to understand where do I need to change the settings of ktrain.

I run this:

...

ANSWER

Answered 2020-Jun-03 at 14:01

I found a solution when ktrain is run with an internet connection it creates a folder: ''' C:\Users\lemolina.cache\torch\transformers ''' I needed to copy the same folder in the machine that does not have access to the internet

Source https://stackoverflow.com/questions/62150139

QUESTION

Service "kube-dns" is invalid: spec.clusterIP: Invalid value: "10.10.0.10": field is immutable

Asked 2020-Feb-21 at 14:51

I setup my cluster by kubeadm. At the last step i exec kubeadm init --config kubeadm.conf --v=5. I get the error about the clusterIp value. Here is the part of the output:

...

ANSWER

Answered 2020-Feb-21 at 02:18

Because this node I joined the cluster as a node beforeBecause this node I joined the cluster as a node before.Later I reset this with "kubeadm reset " command.After the reset, I joined it as a master role to the cluster. So I get the error in my question above. The error is because the range of the clusterip before I reset is already recorded in the etcd cluster. And "kubeadm reset" command does not clean up the data in the etcd.So the new definition of clusterip conflicts with the original.So the solution is to clean up the data in the etcd and reset it again. (Since the cluster I built is a test cluster, I cleaned the etcd directly. Please be careful in the production environment)

Source https://stackoverflow.com/questions/60305724

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

Vulnerabilities

No vulnerabilities reported

Install anago

In anaGo, the simplest type of model is the Sequence model. Sequence model includes essential methods like fit, score, analyze and save/load. For more complex features, you should use the anaGo modules such as models, preprocessing and so on.
To install anaGo, simply use pip:.