forte | powerful NLP builder FOR TExt | Natural Language Processing library

 by   asyml Python Version: 0.3.0.dev3 License: Apache-2.0

kandi X-RAY | forte Summary

kandi X-RAY | forte Summary

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

Forte is a toolkit for building Natural Language Processing pipelines, featuring composable components, convenient data interfaces, and cross-task interaction. Forte designs a universal data representation format for text, making it a one-stop platform to assemble state-of-the-art NLP/ML technologies, ranging from Information Retrieval, Natural Language Understanding to Natural Language Generation. Forte was originally developed in CMU and is actively contributed by Petuum in collaboration with other institutes. This project is part of the CASL Open Source family.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              forte has a low active ecosystem.
              It has 162 star(s) with 55 fork(s). There are 18 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 81 open issues and 239 have been closed. On average issues are closed in 30 days. There are 10 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of forte is 0.3.0.dev3

            kandi-Quality Quality

              forte has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              forte is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              forte 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 forte and discovered the below as its top functions. This is intended to give you an instant insight into forte implemented functionality, and help decide if they suit your requirements.
            • Build model .
            • Process the Packet .
            • Creates a pointerFI file from trdata .
            • Aligns the given annotations to the new data pack .
            • Convert features to matrices .
            • Applies the given index to the given index .
            • Get the rels for a given entry .
            • Get the data from the ontology .
            • Performs copy operation .
            • The data of the feature .
            Get all kandi verified functions for this library.

            forte Key Features

            No Key Features are available at this moment for forte.

            forte Examples and Code Snippets

            How to set filter stopband attenuation for a block in gnuradio companion?
            Pythondot img1Lines of Code : 5dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            python3 -m venv filter-design
            source ./filter-design/bin/activate
            pip3 install pyfda
            pyfdax
            
            Using lists to make a bar graph with intervals
            Pythondot img2Lines of Code : 14dot img2License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            list = [1,1,2,2,5,6,7,8,23,23,24,25,34,35,45,45,46,50]
            intervals = ["01-05","06-10","11-15","16-20","21-25","26-30","31-35","36-40","41-45","46-50"]
            count = [0,0,0,0,0,0,0,0,0,0]
            
            #Calculate the count
            for i in list:
                if i>4 and i%5==
            Need help using Selenium-Chromedriver and Python3, browser automation
            Pythondot img3Lines of Code : 39dot img3License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            from selenium import webdriver
            from selenium.webdriver.common.by import By
            from selenium.webdriver.support import expected_conditions as EC
            from selenium.webdriver.support.wait import WebDriverWait
            
            
            browser = webdriver.Chrome(executable_p
            keys with duplicate values in dictionary
            Pythondot img4Lines of Code : 25dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            reverse_dict = {}
            rev_dict = {}
            flipped={}
            myDict = {}
            
            myDict.update(dict.fromkeys(['etova ER400', 'enzomac forte','myosone'], 'rack1'))
            myDict.update(dict.fromkeys(['etova 200','etogesic ER'], 'rack2'))
            search_key = input("Enter name of 
            Understanding terms for h-index calculation
            Pythondot img5Lines of Code : 17dot img5License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            def get_h_index(citations):
                citations = sorted(citations, reverse=True)
                for idx, item in enumerate(citations, 1):
                    if item < idx:
                        break
                return idx - 1
            
            citations = [10,8,5,4,3]
            h_index = get_h_index(citati
            Data generation Python
            Pythondot img6Lines of Code : 48dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            with open(Path + i,"w") as f:
               for line in file:
                  if line == second_line:
                  f.write(res)
            
            with open(Path + i,"r+") as file:
               lines = file.read().splitlines()    # splitlines() removes the \n characters
            
            copy iconCopy
            res = requests.get(f"https://osu.ppy.sh/api/get_user?u={arg}&k={token}")
            
            dictionary, = res.json()  # extract the dictionary
            
            nickname = dictionary['username']
            gioca_da = dictionary['join_date']
            ...
            
            Writing to JSON in Python results in duplicating the file contents
            Pythondot img8Lines of Code : 4dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            output.seek(0)
            json.dump(TempList, output, indent=4)
            output.truncate()
            
            clean a badly-encoded text in Python
            Pythondot img9Lines of Code : 6dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            def string_cleaner(rouge_text):
                return ("".join(rouge_text.strip()).encode('ascii', 'ignore').decode("utf-8"))
            
            for s in l_text:
             print(string_cleaner(s))
            
            Trying to pop enemy in pygame when health reaches 0
            Pythondot img10Lines of Code : 34dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            enemies = []
            enemies.append(Enemy(100, 485, 64, 64, 450))
            
            # [...]
            
            while run:
                # [...]
            
                for lizard in enemies[:]:
                    if lizard.visible == True:
                        if nas.hitbox[1] < lizard.hitbox[1] + lizard.hitbox[3] and nas.hitb

            Community Discussions

            QUESTION

            Opening at least two csv files and merging them using tkinter button
            Asked 2022-Apr-11 at 11:57

            I want to open multiple files (at least two) and store them into individual variables so I could then merge them using pandas, but all done by the click of a tkinter button. I have been stuck on this for two days now. I know I should be using Classes(OOP) python, but this isn't my forte as I am still a beginner...any help in the right direction will be appreciated. My code snippets:

            ...

            ANSWER

            Answered 2022-Apr-11 at 11:57

            You should use list to keep all selected files. This way you may have any number of files and you can use for-loop to work with all filenames

            Source https://stackoverflow.com/questions/71825005

            QUESTION

            Angular sorting and splitting and Array
            Asked 2022-Mar-28 at 20:33

            I apologize in advance if this is a stupid question but Angular and Typescript isn't my forte. I am helping a friend out and can't seem to get past this problem.

            I have a players array that contains information like first name and kit colour.All I want to do is sort /group the array by kit color under specific H1 tags.

            ...

            ANSWER

            Answered 2022-Mar-28 at 19:58

            Because you're putting the ngFor at the parent div, you'll have as much h1 elemements as the length of the array (one for each element). If you know your colors just extract the color outside of ngFor and then conditionally (with ngIf) display the names

            Source https://stackoverflow.com/questions/71652811

            QUESTION

            Remove the value from the wheel of fortune
            Asked 2022-Mar-07 at 00:54

            I have used the wheel of fortune code by Roco K. Bullian from here: how to draw a wheel of fortune?

            I'm new to using canvas but I've figured out most of the what the code is doing - maths is defo not my forte!

            I'm struggling to add the functionality that when the wheel has stopped spinning and has landed on the slice, how can I either remove it completely or change the colour of the slice and stop the wheel landing on it again? Is this possible?

            Thanks for your answers/advice in advance!

            ...

            ANSWER

            Answered 2022-Mar-07 at 00:54

            In your stopSpinning we could just remove the item that it landed on, we do that with:
            .splice(getIndex(),1)
            if you never use it before, read more here:
            https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/splice

            I also had to do a few more changes to accomodate the fact that now the array changes, for example the const numOfFruits = fruits.length instead of using that we just use the length directly when we need it

            Try this code below:

            Source https://stackoverflow.com/questions/71367243

            QUESTION

            Git markdown not taken into account in gitlab? My commit message is displayed as plain text
            Asked 2022-Mar-04 at 17:03

            I've prepared the commit file below, then committed it by a git commit -F commitMessage.md and pushed it to Gitlab, with the other files of the commit.

            ...

            ANSWER

            Answered 2022-Mar-04 at 17:03

            This simply isn't a feature of GitLab. Markdown files are rendered in GitLab's file viewer, but commit messages do not support any particularly special formatting.

            Some content in commit messages, like MR/issue references (e.g. !123) and URLs may get hyperlinked in the UI, but that's about it as far as commit messages go.

            It probably wouldn't be a practical feature to support markdown in commit messages, either. Commit messages are intended to be consumed/readable in many different platforms and tools, including git command line, various git gui software, all flavors of git servers, etc. Allowing markdown in one product could make it difficult to read commit messages in another tool. This has been a long-standing argument against such implementations.

            As far as I know, there aren't really any git servers that support rendering markdown from commit messages.

            As a possible alternative, you may consider something like what gitlab does with their changelog.md and git trailers (for the GitLab open source project itself).

            Source https://stackoverflow.com/questions/71346991

            QUESTION

            jQuery fade in/out while applying CSS
            Asked 2022-Mar-04 at 09:47

            I'm trying to apply css styles on fade in/out. My bad that JS is not my forte. Any idea how to put those two functions together?

            ...

            ANSWER

            Answered 2022-Mar-04 at 09:47

            To answer your question; adding css styles in jQuery is done by adding the function to the end of the previous one (see example below).

            NOTE: fadeOut functionality transitions css opacity and adds display:none to the element when the animation completes and is not necessary as in your example.

            Source https://stackoverflow.com/questions/71349227

            QUESTION

            Using lists to make a bar graph with intervals
            Asked 2022-Jan-10 at 15:48

            I am trying to get a bar graph-like output using the lists below in the set intervals.

            ...

            ANSWER

            Answered 2022-Jan-10 at 15:48
            1. 1-5 map in 0
              • if divisible by 5 then -1, because 5/5=1 but we want to map in 0
              • otherwise divide by 5
                • 1/5==0
                • 2/5==0
                • So on..
            2. 6-10 map in 1
              • if divisible by 5 then -1, because 10/5=2 but we want to map in 1
              • otherwise divide by 5
                • 6/5==1
                • 7/5==1
                • So on..

            Source https://stackoverflow.com/questions/70529288

            QUESTION

            KnockoutJS: select option with a background image
            Asked 2022-Jan-06 at 17:40

            My code looks something like this at the moment:

            ...

            ANSWER

            Answered 2022-Jan-06 at 17:40

            Perhaps there is a better solution, but you could use the parameter optionsAfterRender in the Options binding in order to modify the tag:

            Source https://stackoverflow.com/questions/70598256

            QUESTION

            Parsing data according html table
            Asked 2021-Dec-30 at 04:29

            I'm currently facing a wall regarding merging data I extracted with beautifulsoup, I'm unfortunately don't know how to figure out this issue.

            Actually, I'm looking to get for each bar code contained in table as html, the detailled products. Knowing that on each page I parse I can have more than one bar code.

            below the code :

            ...

            ANSWER

            Answered 2021-Dec-30 at 04:29

            This isn't perfect, but I think it will get you what you are looking for. Your first loops through the data to collect GTIN, LOT, and Date is overwriting itself. Look for the "added" and "removed" in the comments. I also have a method of viewing the results commented out. (The code works if you wanted to use it.) I also have two that are not commented out. The last version requires the packaged tabulate. This code requires the packages numpy and re, as well.

            I included all of your original code and the changes. Let me know if there's anything I failed to clarify.

            Source https://stackoverflow.com/questions/70524873

            QUESTION

            Understanding how functions use and store variables
            Asked 2021-Nov-20 at 20:39

            My apologies is this has been asked/answered elsewhere. I may not know the correct terminology to find the desired results.

            I'm building a sort of web app and in one area a user clicks a button, where a variable is obtained from the number at the end of the button's ID and is then passed to other functions for use in further processing. The issue I'm running into is that each subsequent time similar buttons are clicked, the variables from prior clicks are still stored within those functions.

            JavaScript is not my forte, so I built a small fiddle that demonstrates my issue on a much smaller scale. If you click "Submit 1" in the fiddle, then click ALERT CUST_NUM, an alert box will display the variable's value. But if you repeat that process with either Submit 1 or Submit 2 (then clicking the ALERT button again), rather than alert a single instance of the variable, it will show multiple alert boxes in turn. And so on if you click Submit 1, then ALERT CUST_NUM, then Submit2, etc, such that it'll alert the chain of variables in a series of windows. I was hoping someone might explain why this occurs, as I would have expected only a single instance of the variable to exist within the function, being overwritten each time.

            ...

            ANSWER

            Answered 2021-Nov-20 at 16:24

            Every time you click on submit-btn1 or submit-btn2, you are adding a new event handler with cust_num baked in to alert-btn. If you cleared the previous event handlers like in the following:

            Source https://stackoverflow.com/questions/70047440

            QUESTION

            Codepen code doesn't work on my local files -- code provided
            Asked 2021-Oct-12 at 14:27

            I recently got help on the following question in which a codepen was provided: https://codepen.io/diego-fortes/pen/GRvRPzX

            Can anyone get this code to run on a local computer as it does in the codepen? If so, can you provide that code? (I believe the jquery 3.6.0 file which is included in the same folder may not be linking properly --> my bar hover is stuck on bar 1 and only cursor changes when I hover over the other bars)

            Any help would be super useful! Thanks

            Here's the HTML, CSS, and JS that I used on my local computer: JS:

            ...

            ANSWER

            Answered 2021-Oct-12 at 14:27

            Your code doesn't work because your Javascript is above HTML.
            In your case, document.querySelector cannot select anything.

            Please move the JavaScript code to bottom of HTML.

            Source https://stackoverflow.com/questions/69542209

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

            Vulnerabilities

            No vulnerabilities reported

            Install forte

            To install the released version from PyPI:. To install from source,.
            pip install forte[ner]: Install packages required for ner_trainer
            pip install forte[test]: Install packages required for running unit tests.
            pip install forte[example]: Install packages required for running forte examples.
            pip install forte[wikipedia]: Install packages required for reading wikipedia datasets.
            pip install forte[augment]: Install packages required for data augmentation module.
            pip install forte[stave]: Install packages required for StaveProcessor.
            pip install forte[audio_ext]: Install packages required for AudioReader.
            With Forte, it is extremely simple to build an integrated system that can search documents, analyze, extract information and generate language all in one place. This allows developers to fully utilize the strength of individual module, combine the results from each step, and enables the system to make fully informed decision at the end of the pipeline. Forte not only makes it easy to integrate with arbitrary 3rd party tools (Check out these examples!), but also brings technology to you by offering a miscellaneous collection of deep learning modules via Texar, and a convenient model-data interface for casting tasks to models.
            Examples
            Documentation
            Currently we are working on some interesting tutorials

            Support

            If you are interested in making enhancement to Forte, please first go over our Code of Conduct and Contribution Guideline.
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            Install
          • PyPI

            pip install forte

          • CLONE
          • HTTPS

            https://github.com/asyml/forte.git

          • CLI

            gh repo clone asyml/forte

          • sshUrl

            git@github.com:asyml/forte.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link

            Consider Popular Natural Language Processing Libraries

            transformers

            by huggingface

            funNLP

            by fighting41love

            bert

            by google-research

            jieba

            by fxsjy

            Python

            by geekcomputers

            Try Top Libraries by asyml

            texar

            by asymlPython

            texar-pytorch

            by asymlPython

            stave

            by asymlTypeScript

            ForteHealth

            by asymlPython