triager | Web application in flask for machine learning based triaging | Machine Learning library

by VaclavDedik Python Version: Current License: MIT

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

kandi X-RAY | triager Summary

triager is a Python library typically used in Manufacturing, Utilities, Machinery, Process, Artificial Intelligence, Machine Learning, Tensorflow applications. triager has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

This web application written in python and flask uses machine learning to train a classifier on bug tracking system data to predict assignees. It uses Support Vector Machine model with TF-IDF weighing and stop words removal. With this settings, it is able to achieve about 50 % accuracy and about 45 % precision and recall. The performance, however, depends on your project. Some projects are able to achieve as much as 70 % accuracy and some as little as 30 %.

Support

Quality

Security

License

Reuse

Support

triager has a low active ecosystem.

It has 5 star(s) with 0 fork(s). There are 1 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 23 have been closed. On average issues are closed in 3 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of triager is current.

Quality

triager has no bugs reported.

Security

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

License

triager 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

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

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

Start the scheduler
Retrain projects
Queue a project for training
Return True if the given status is active
Get all the data from the Jira
Make a GET request
Search for all issues
View a project
Generate a unique id from a document
Validates Jira URL
Tests if the Jira is available
Setup configuration
Save configuration to file
Render a configuration page
Hashes a given password
Return a list of Document objects
Parse a file
Validate username and password
Create a new feedback

Get all kandi verified functions for this library.

triager Key Features

No Key Features are available at this moment for triager.

triager Examples and Code Snippets

No Code Snippets are available at this moment for triager.

Community Discussions

Trending Discussions on triager

Django ORM - Can I create a new object with a foreign key using a different column other than ID?

QUESTION

Django ORM - Can I create a new object with a foreign key using a different column other than ID?

Asked 2021-Jan-17 at 17:04

I checked around a fair bit and could not find any examples of what I am looking for so i am not sure if it is possible at all.

I have a model with a foreign key. I want to create a new object in that model but i don't have the ID but I do have the field "username" value. I should also add that this is a foreign key relationship to another foreign key

WeekdayAssignment Model example:

...

ANSWER

Answered 2021-Jan-16 at 23:11

No, you cannot. Under the hood Django's create queryset method uses INSERT SQL statement that creates a new row in the respective DB table. And a ForeignKey field corresponds to an integer DB column (usually) that holds a reference to a row in another table in your database. So in case of Django ORM you need to provide either a numeric ID or a model instance that represents your ForeignKey. If you don't have an ID but have another field value, then first you need to make another query by that field to find a model instance (a DB row) that has this value and use this model instance (or its row ID) in your create call.

Source https://stackoverflow.com/questions/65753630

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

Vulnerabilities

No vulnerabilities reported

Install triager

The application uses a lot of machine learning and natural language processing libraries, so it can be quite hard to successfully setup the application. You should first try to just run the setup script. First, though, you need to have setuptools installed. You can install it like this (on ubuntu):.

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: