Joji convert a text to corresponding emoji if emoji is available

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CLI Tools joji
Overview

Joji

Joji convert a text to corresponding emoji if emoji is available

How it Works ?

1. There is a json file with emoji names as keys and corresponding unicode of emojis as values.
2. There is a method that check if the input word is in the key space of the json. If yes then will return corresponding value.
3. There is a method that do similarity matching of word against the keys in json and return the emoji unicode corresponding to the key with maximum similarity value.
4. There is a threshold to avoid False Positives.
5. If both checking and matching don't return anything, just return the word - means there is no emoji for that word.

Libraries used

How to configure

python setup.py install

Install

Joji is now available in pip

pip install joji

How to Run

>> from joji.jojify import Jojify
>> print(Jojify.predict("dracula"))
('🧛', 'U+1F9DB', 0.5509367532053601)
>> print(Jojify.predict("ganja"))
('🌿', 'U+1F33F', 0.2860632682239092)
>> print(Jojify.predict("ironman"))
('🦸', 'U+1F9B8', 0.40435058484084363)
>> print(Jojify.predict("good night"))
('👌🌃', ['U+1F44C', 'U+1F303'], 0.7178929764409834)

How to Test

pytest tests

Future work

  1. Maybe add vaaku2vec and create malayalam text to emoji
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Comments
  • Add advanced check

    Add advanced check

    Specific issue/feature

    The method simple check just check the text against the emoji name list. Add method for advanced search by splitting the input text by white space.

    opened by GopikrishnanSasikumar 1
  • Create emoji dict json

    Create emoji dict json

    Specific issue/feature

    Create a json file emoji_dict.json inside the folder /data in the following format

    {
"emoji name" : "emoji unicode", 
}

    Use this

    opened by GopikrishnanSasikumar 0
  • Set threshold for similarity matching

    Set threshold for similarity matching

    Specific issue/feature

    Right now the _similarity_match() method will return something if emoji with actual context is not found or if there is no emoji for an input. Set threshold so that the method will return None if the similarity value is below a certain value.

    opened by GopikrishnanSasikumar 0
Owner
Gopikrishnan Sasikumar
Machine learning developer
Gopikrishnan Sasikumar
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