slate | Lightweight Annotation Tool for Experts : Label text | Natural Language Processing library

 by   jkkummerfeld Python Version: Current License: ISC

kandi X-RAY | slate Summary

kandi X-RAY | slate Summary

slate is a Python library typically used in Artificial Intelligence, Natural Language Processing applications. slate has no bugs, it has no vulnerabilities, it has a Permissive License and it has high support. However slate build file is not available. You can install using 'pip install slate' or download it from GitHub, PyPI.

This is a tool for labeling text documents. Slate supports annotation at different scales (spans of characters, tokens, and lines, or a document) and of different types (free text, labels, and links). This covers a range of tasks, such as Part-of-Speech tagging, Named Entity Recognition, Text Classification (including Sentiment Analysis), Discourse Structure, and more. Why use this tool over the range of other text annotation tools out there?. Note - this repository is not for the "Segment and Link-based Annotation Tool, Enhanced", which can be found here and was first presented at LREC 2010. See 'Citing' below for additional notes on that work.
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    Quality
      Security
        License
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            kandi-support Support

              slate has a highly active ecosystem.
              It has 81 star(s) with 12 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 2 have been closed. There are 1 open pull requests and 0 closed requests.
              It has a positive sentiment in the developer community.
              The latest version of slate is current.

            kandi-Quality Quality

              slate has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              slate is licensed under the ISC License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              slate releases are not available. You will need to build from source code and install.
              Deployable package is available in PyPI.
              slate has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.
              slate saves you 840 person hours of effort in developing the same functionality from scratch.
              It has 1926 lines of code, 85 functions and 8 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed slate and discovered the below as its top functions. This is intended to give you an instant insight into slate implemented functionality, and help decide if they suit your requirements.
            • Perform a search
            • Get next un annotated position
            • Return the position of the next self link
            • Returns the next disagreement between two paragraphs
            • Move the cursor
            • Get next position
            • Creates a new copy of this span
            • Get the position of a move
            • Change file
            • Write the annotations to file
            • Creates a view
            • Save or quit
            • Create link
            • Move the file
            • Modify an annotation
            • Returns a new Span with the given query
            • Check if text matches
            • Change the span
            • Adjust the cursor position
            • Assign text
            • Convert this character into a 3 - tuple
            • Edit annotation
            • Return a list of filenames
            • Modify the display
            • Read an annotation file
            • Remove an annotation
            Get all kandi verified functions for this library.

            slate Key Features

            No Key Features are available at this moment for slate.

            slate Examples and Code Snippets

            Slate a color from a given amount .
            javascriptdot img1Lines of Code : 7dot img1License : Permissive (MIT License)
            copy iconCopy
            function saturate(color, amount) {
                amount = (amount === 0) ? 0 : (amount || 10);
                var hsl = tinycolor(color).toHsl();
                hsl.s += amount / 100;
                hsl.s = clamp01(hsl.s);
                return tinycolor(hsl);
            }  

            Community Discussions

            QUESTION

            bundle exec jekyll serve: cannot load such file
            Asked 2021-Jun-15 at 08:37

            I am trying to contribute to a Github Page/Jekyll site and want to be able to visualise changes locally but when I run bundle exec jekyll serve but I get this output:

            ...

            ANSWER

            Answered 2021-Feb-02 at 16:29

            I had the same problem and I found a workaround here at https://github.com/jekyll/jekyll/issues/8523

            Add gem "webrick" to the Gemfile in your website. Than run bundle install

            At this point you can run bundle exec jekyll serve

            For me it works!

            Source https://stackoverflow.com/questions/65989040

            QUESTION

            Django/DRF backend not receiving complete data from POST request
            Asked 2021-Jun-12 at 01:40

            I'm trying to send data to my Django/DRF backend via Axios POST requests. Some of them have been working, but some of them haven't been. This snippet, for example, works fine:

            ...

            ANSWER

            Answered 2021-Jun-11 at 20:42

            In your example your NotebookViewSet class does not have a retrieve method.

            Source https://stackoverflow.com/questions/67942889

            QUESTION

            How To Use Functions From Another Python File Through Kivy File
            Asked 2021-Jun-07 at 15:32

            ok so my goal is to have a very clean slate as I like it when my code is organized, but that has also caused me too much trouble.

            I have 3 .py files:

            Main.py:

            ...

            ANSWER

            Answered 2021-Jun-07 at 15:32

            You just need to import the CoinFlip() method in your kv file like this:

            Source https://stackoverflow.com/questions/67869586

            QUESTION

            Unable to select the LinkedIn 'locations' button using Python Selenium
            Asked 2021-Jun-04 at 09:16

            I'm trying to click on the Locations dropdown in LinkedIn. You'll reach this section of the LinkedIn page by searching for something in the LinkedIn Search bar and then clicking on 'People'.

            This is the HTML element:

            ...

            ANSWER

            Answered 2021-Jun-04 at 09:11

            That specific button can be located with this XPath:

            Source https://stackoverflow.com/questions/67834185

            QUESTION

            Regex Pattern Starting from X Pattern until X Pattern
            Asked 2021-Jun-01 at 03:45

            I have been trying to figure out the regex expression but keep failing.

            I need to be able to group the text file starting with the 5 digit number sequence until the next 5 digit number sequence

            from the data below a group would be considered the following:

            ...

            ANSWER

            Answered 2021-Jun-01 at 03:45

            We can try using match with the following regex pattern:

            Source https://stackoverflow.com/questions/67782428

            QUESTION

            Why does postgres seem to have lax default permissions?
            Asked 2021-May-28 at 20:48

            I'm trying to create a database and a user with limited privileges. The user should have access only to that database, nothing more.

            In a blank slate Postgres 13 deployment using Docker, I connect with the user postgres, a superadmin, and run the following:

            ...

            ANSWER

            Answered 2021-May-28 at 20:48

            You are not doing anything wrong. There are two things that conspire to produce the behavior you see:

            1. The default permissions for databases allow CONNECT and TEMP to PUBLIC, i.e., everyone.

              That may seem lax, but it is mitigated by the fact that the default pg_hba.conf does not allow remote connections at all, which is restrictive.

              In a way, the CONNECT permission on databases and pg_hba.conf rules overlap: they both restrict access of users to databases. I guess it was decided that being strict in one of them is good enough.

            2. The default permissions on the public schema allow CREATE to PUBLIC.

              That is an unsafe default, and the documentation recommends to REVOKE that privilege in databases.

              The reason why this is not changed is backward compatibility, which is highly priced in PostgreSQL.

            Source https://stackoverflow.com/questions/67743168

            QUESTION

            How to target each page of the pagination for adding an event in Vuejs?
            Asked 2021-May-18 at 13:37

            ...

            ANSWER

            Answered 2021-May-18 at 13:37

            If i understand your problematic correctly, you want the pagination component to trigger an event each time the page is changed, right?

            To do that, you might want to listen for the "page-click" event returned by the pagination component each time a page is changed. It returns the page number and the according event. Whenever the event is triggered, you can call a method which handles what you want basically.

            If that doesn't work for you and you need more specific usage, you could create a wrapper component for the pagination to emit the events you want for you usage. Though bare in mind that this solution will be harder to maintain and that it is preferred to use the events of the library when you use one.

            Here is a very simple example on how to use the page-click event, like any other event emitted by a component in vue :

            Source https://stackoverflow.com/questions/67586722

            QUESTION

            When will Elsa 2.0 be released?
            Asked 2021-May-14 at 20:44

            Just looking at using Elsa for my workflow implementation.

            What is the timeline for 2.0? I read that it was slated for end of March - any updates?

            Thanks!

            Martin

            ...

            ANSWER

            Answered 2021-May-14 at 20:44

            It was originally slated for end of March, but then got delayed to end of April. Elsa 2.0-RC2 was just made available on NuGet, so we're getting close to an official 2,0 release. We're currently focused on documentation, bug fixing and polishing. Realistically speaking I am hoping to release 2.0 sometime before the end of May, but we will see.

            Source https://stackoverflow.com/questions/67533549

            QUESTION

            Is it now possible to tune classification model thresholds in tidymodels?
            Asked 2021-May-11 at 18:13

            Does tidymodels now provide a means to tune classification model thresholds? I believe this was slated as an upcoming feature in the Spring of 2020. I looked around the tidymodels website, but have not seen a mention the feature.

            ...

            ANSWER

            Answered 2021-May-11 at 18:13

            As Julia says, there is an indirect method to do this.

            We plan on making it a fully tunable parameter (like other parameters) but a few things have pushed this back but it is near the top of our development list.

            Source https://stackoverflow.com/questions/67057948

            QUESTION

            npm: When to use `--force` and `--legacy-peer-deps`
            Asked 2021-May-10 at 15:45

            I'm new to npm and am trying to understand how recreating the node_modules directory for deployment works.

            We're using npm ci instead of npm install to ensure a clean slate during deployment. However, when we run it without any flags, we get the following error:

            Fix the upstream dependency conflict, or retry this command with --force, or --legacy-peer-deps to accept an incorrect (and potentially broken) dependency resolution.

            The documentation for npm install for --force is as follows (there are no flags on npm ci's page):

            The -f or --force argument will force npm to fetch remote resources even if a local copy exists on disk.

            Meanwhile, the documentation for --legacy-peer-deps says:

            --legacy-peer-deps: ignore all peerDependencies when installing, in the style of npm version 4 through version 6.

            It seems that both flags will let npm ci generate the node_modules directory without any issues, but I am still unclear about the differences between the two.

            From what I understand, --force sounds like it will be on a last-dependency-downloaded-wins basis and will overwrite any previously downloaded dependencies. Meanwhile, --legacy-peer-deps sounds like it will always skip peer dependencies (whatever those are) during installation even if there are no issues.

            What are the differences between the two flags, and when should we use them?

            ...

            ANSWER

            Answered 2021-May-10 at 15:45

            In the new version of npm (v7), by default, npm install will fail when it encounters conflicting peerDependencies. It was not like that before.

            Take a look here for more info about peer dependencies in npm v7.

            The differences between the two are below -

            • --legacy-peer-deps: ignore all peerDependencies when installing, in the style of npm version 4 through version 6.

            • --strict-peer-deps: fail and abort the install process for any conflicting peerDependencies when encountered. By default, npm will only crash for peerDependencies conflicts caused by the direct dependencies of the root project.

            Source https://stackoverflow.com/questions/66020820

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

            Vulnerabilities

            No vulnerabilities reported

            Install slate

            Then run from any directory in one of two ways:.
            Either download as a zip file:.
            Note: if you used pip to install, reaplce python slate.py with slate everywhere below. Run python slate.py <filename> to start annotating <filename> with labels over spans of tokens. The entire interface is contained in your terminal, there is no GUI. With command line arguments you can vary properties such as the type of annotation (labels or links) and scope of annotation (characters, tokens, lines, documents). The input file should be plain text, organised however you like. Prepare the data with your favourite sentence splitting and/or tokenisation software (e.g., SpaCy). If you use Python 3 then unicode should be supported, but the code has not been tested extensively with non-English text (please share any issues!). When you start the tool it displays a set of core commands by default. These are also specified below, along with additional commands.
            The second label annotation is on a span of tokens, going from 5 to 8 on line 3.
            The third label annotation has two labels.
            The line annotations only have one number to specify the item.
            When the same line is linked to multiple other lines, each link is a separate item.

            Support

            If you have a question please either:.
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            CLONE
          • HTTPS

            https://github.com/jkkummerfeld/slate.git

          • CLI

            gh repo clone jkkummerfeld/slate

          • sshUrl

            git@github.com:jkkummerfeld/slate.git

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