headliner | Easy training and deployment of seq2seq models | Machine Learning library

 by   as-ideas Python Version: Current License: Non-SPDX

kandi X-RAY | headliner Summary

kandi X-RAY | headliner Summary

headliner is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow, Neural Network applications. headliner has no bugs, it has no vulnerabilities, it has build file available and it has low support. However headliner has a Non-SPDX License. You can download it from GitHub.

Headliner is a sequence modeling library that eases the training and in particular, the deployment of custom sequence models for both researchers and developers. You can very easily deploy your models in a few lines of code. It was originally built for our own research to generate headlines from Welt news articles (see figure 1). That's why we chose the name, Headliner. Figure 1: One example from our Welt.de headline generator.
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            kandi-support Support

              headliner has a low active ecosystem.
              It has 229 star(s) with 38 fork(s). There are 17 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 13 have been closed. On average issues are closed in 8 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of headliner is current.

            kandi-Quality Quality

              headliner has 0 bugs and 0 code smells.

            kandi-Security Security

              headliner has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              headliner code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              headliner has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              headliner 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.
              headliner saves you 1252 person hours of effort in developing the same functionality from scratch.
              It has 2815 lines of code, 200 functions and 61 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed headliner and discovered the below as its top functions. This is intended to give you an instant insight into headliner implemented functionality, and help decide if they suit your requirements.
            • Extract comments from a directory
            • Parse a function string
            • Convert a comment dict to markdown
            • Removes next line from comments
            • Skip a space line
            • Returns the function arguments
            • Delete space from parts
            • Convert arguments to a dictionary
            • Gets the docstring of a function definition
            • Return the docstring of a function
            • Load the summarizer
            • Get a logger
            • Create a keras optimizer
            • Create an optimizer decoder
            • Compute the attention layer
            • Calculate scaled dot product attention
            • Load summaries
            • Load summaries from a file
            • Create keras tokenizer
            • Define positional encoding
            Get all kandi verified functions for this library.

            headliner Key Features

            No Key Features are available at this moment for headliner.

            headliner Examples and Code Snippets

            No Code Snippets are available at this moment for headliner.

            Community Discussions

            QUESTION

            CASE Statement inside CHECK Constraint Error: An expression of non-boolean type specified in a context where a condition is expected, near ')'
            Asked 2021-Aug-28 at 06:37

            I am trying to use a CASE statement inside a CHECK constraint in SQL Server, but I get this error:

            Msg 4145, Level 15, State 1, Line 15
            An expression of non-boolean type specified in a context where a condition is expected, near ')'.

            ...

            ANSWER

            Answered 2021-Aug-28 at 06:37

            You can use case, but it returns a value and that needs to be compares to something:

            Source https://stackoverflow.com/questions/68960830

            QUESTION

            Vue warn]: Property or method "options" is not defined on the instance but referenced during render.Vue js issue
            Asked 2021-Aug-13 at 06:17

            Having an error when rendreing the project. I have checked all details but couldnt find the which line is causing the issue. The console says Vue warn]: Property or method "options" is not defined on the instance but referenced during render. Make sure that this property is reactive, either in the data option, or for class-based components, by initializing the property. See: https://vuejs.org/v2/guide/reactivity.html#Declaring-Reactive-Properties. Here is what I tried.

            navbar.vue

            ...

            ANSWER

            Answered 2021-Aug-13 at 06:17

            The lines containing ="options" are causing the error. You don't have such a method, data or computed property in your script block but referenced that in your template.

            Source https://stackoverflow.com/questions/68767552

            QUESTION

            Webscraping Google news page: getting AttributeError: 'NoneType' object has no attribute 'find_all'
            Asked 2021-Jun-29 at 09:00

            I'm trying to web-scrape the Google News page for a personal project and retrieve the article headlines to print out onto another page. I've been searching for any typos or mistakes but I'm not sure why my element keeps returning as "None" when I try to print it.

            ...

            ANSWER

            Answered 2021-Jun-29 at 09:00
            import requests
            from bs4 import BeautifulSoup
            
            URL = 'https://www.google.com/search?q=beyond+meat&rlz=1C1CHBF_enUS898US898&sxsrf=ALeKk00IH9jp1Kz5-LSyi7FUB4rd6--_hw:1624935518812&source=lnms&tbm=nws&sa=X&ved=2ahUKEwicqIbD7LvxAhVWo54KHXgRA9oQ_AUoAXoECAEQAw&biw=1536&bih=754'
            page = requests.get(URL)
            soup = BeautifulSoup(page.content, 'html.parser')
            headers = soup.find_all('div', class_='BNeawe vvjwJb AP7Wnd')
            for h in headers:
                print(h.text)
            

            Source https://stackoverflow.com/questions/68174897

            QUESTION

            Next.JS using CSS Modules not working as expected
            Asked 2020-Oct-04 at 14:43

            I'm migrating my CRA to Next and having issues with locally scoped CSS modules.

            File Tree ...

            ANSWER

            Answered 2020-Oct-04 at 14:43

            I ran into the same issue you had when I was migrating our UI component library. You might be able to do something like this. import styles from "./welcome.module.css". This allows you to do minimum work on the CSS side while still be able to leverage CSS Modules down the road.

            Source https://stackoverflow.com/questions/64188144

            QUESTION

            Beautifulsoup is unable to extract all html
            Asked 2020-Apr-06 at 18:26

            I tried to create a program to extract all the songs from my Daily Mix 1 in Spotify. I know the logic that I have to use but I am unable to get the whole source code.

            Here is the code that I have written:

            ...

            ANSWER

            Answered 2020-Apr-06 at 18:26

            The Date you are trying to scrape is being populated by Javascript so you won't find it in the source code of the page but instead you can get it through the api the website is using :

            Source https://stackoverflow.com/questions/61064454

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

            Vulnerabilities

            No vulnerabilities reported

            Install headliner

            ⚠️ Before installing Headliner, you need to install TensorFlow as we use this as our deep learning framework. For more details on how to install it, have a look at the TensorFlow installation instructions.
            Install Headliner from PyPI (recommended):
            Install Headliner from the GitHub source:

            Support

            We welcome all kinds of contributions such as new models, new examples and many more. See the Contribution guide for more details.
            Find more information at:

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            https://github.com/as-ideas/headliner.git

          • CLI

            gh repo clone as-ideas/headliner

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            git@github.com:as-ideas/headliner.git

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