nlptoolkit-postagger-cy 1.0.6

Pos Tagging ============

    This is a tool meant for tagging words with their part-of-speech, a grammatical category based on their function within a sentence, such as noun, adjective, verb, and so forth. 
    
    Video Lectures
    ============
    
    [<img src="https://github.com/StarlangSoftware/EnglishPosTagger/blob/master/video1.jpg" width="50%">](https://youtu.be/gQmc7Nhwhuk)[<img src="https://github.com/StarlangSoftware/EnglishPosTagger/blob/master/video2.jpg" width="50%">](https://youtu.be/GHUib73MRks)
    
    For Developers
    ============
    You can also see [Python](https://github.com/starlangsoftware/EnglishPosTagger-Py), [Java](https://github.com/starlangsoftware/EnglishPosTagger), [C++](https://github.com/starlangsoftware/EnglishPosTagger-CPP), [C](https://github.com/starlangsoftware/EnglishPosTagger-C), [Swift](https://github.com/starlangsoftware/EnglishPosTagger-Swift), [Js](https://github.com/starlangsoftware/EnglishPosTagger-Js), or [C#](https://github.com/starlangsoftware/EnglishPosTagger-CS) repository.
    
    ## Requirements
    
    * [Python 3.7 or higher](#python)
    * [Git](#git)
    
    ### Python 
    
    To check if you have a compatible version of Python installed, use the following command:
    
        python -V
        
    You can find the latest version of Python [here](https://www.python.org/downloads/).
    
    ### Git
    
    Install the [latest version of Git](https://git-scm.com/book/en/v2/Getting-Started-Installing-Git).
    
    ## Pip Install
    
    	pip3 install NlpToolkit-PosTagger-Cy
    
    ## Download Code
    
    In order to work on code, create a fork from GitHub page. 
    Use Git for cloning the code to your local or below line for Ubuntu:
    
    	git clone <your-fork-git-link>
    
    A directory called EnglishPosTagger will be created. Or you can use below link for exploring the code:
    
    	git clone https://github.com/starlangsoftware/EnglishPosTagger-Cy.git
    
    ## Open project with Pycharm IDE
    
    Steps for opening the cloned project:
    
    * Start IDE
    * Select **File | Open** from main menu
    * Choose `EnglishPosTagger-Cy` file
    * Select open as project option
    * Couple of seconds, dependencies will be downloaded. 
    
    Detailed Description
    ============
    
    + [PosTagger](#postagger)
    
    ## PosTagger
    
    To train the PosTagger which is used for English pos tagging 
    
    	train(self, corpus: PosTaggedCorpus)
    	
    To save the trained PosTagger model
    
    	saveModel(self)
    	
    To load an already trained PosTagger model
    
    	loadModel(self)
    	
    To tag a sentence, using a newly trained or loaded PosTagger model
    
    	posTag(self, sentence: Sentence) -> Sentence
    	
    3 different PosTagger models are supported: The one that is used to tag the sentences with a random tag
    
    	DummyPosTagger
    	
    the one that tags the word with the most used tag for a given word
    
    	NaivePosTagger
    	
    the one that does an Hmm based training and tags the words accordingly
    
    	HmmPosTagger