emoji-math computes the given python expression and returns either the value or the nearest 5 emojis as measured by cosine similarity.

Related tags

Miscellaneous emoji-math
Overview

Emoji Math

Open In Colab

Because why not? I put a minimal effort into this project, so please have low expectations.

pip install emath@git+git://github.com/whitead/emoji-math.git

Usage

emoji-math computes the given python expression and returns either the value or the nearest 5 emojis as measured by cosine similarity.

>emoji-math πŸ‘‘ - 🚹 + 🚺
Best Matches:
  πŸ‘‘-🚹+🚺 = πŸ‘Έ
  πŸ‘‘-🚹+🚺 = πŸ‘‘
  πŸ‘‘-🚹+🚺 = 🀴
>emoji-math 🚹 @ 🚺
🚹 @ 🚺 = 0.32784234338655205
>emoji-math np.sin(🏰)
Best Matches:
  np.sin(🏰) = 🏯
  np.sin(🏰) = 🏰
  np.sin(🏰) = πŸ‘Έ
>emoji-math 🚹 + 🚺
Best Matches:
  🚹+🚺 = 🚻
  🚹+🚺 = 🚺
  🚹+🚺 = 🚹

Options

You can choose between using the Euclidean distance or cosine similarity for reporting results. Cosine works better for multiplication/division because it only cares about direction. Default is Euclidean.

>emoji-math --cosine 🚹 + 🚺
Best Matches:
  🚹+🚺 = πŸ‘š
  🚹+🚺 = 🚺
  🚹+🚺 = 🚹

Google Colab

Start using emoji math with Open In Colab

Credit

Made by @andrewwhite01

Vector embeddings from emoji2vec as described in

@misc{eisner2016emoji2vec,
      title={emoji2vec: Learning Emoji Representations from their Description},
      author={Ben Eisner and Tim RocktΓ€schel and Isabelle Augenstein and Matko BoΕ‘njak and Sebastian Riedel},
      year={2016},
      eprint={1609.08359},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
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Comments
  • Some emojis are not recognized

    Some emojis are not recognized

    It seems like the king, and groucho marx emojis are not recognized, and interpreted as regular text. Examples below:

    import numpy as np; result = 🀴-emoji2vec["πŸ‘Έ"]+emoji2vec["πŸ‘©"] ^ SyntaxError: invalid character in identifier

    import numpy as np; result = emoji2vec["😎"]-πŸ₯Έ ^ SyntaxError: invalid character in identifier

    opened by zachary-mcdargh 1
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Andrew White
Andrew White
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