Emojify

This project implements “Emojify” with Pytorch.

• Input: Sentences
• Output: Emoji (cast as numerical labels)🤔

For example: Food is life 🍴

Acknowledgement

Some ideas and the structure of the neural network come from Coursera Deep Learning Specialization.

The dataset can be download from here.

Preview dataset:

• never talk to me again 😞
• I am proud of your achievements 😄
• It is the worst day in my life 😞
• Miss you so much ❤️
• food is life 🍴

Content

• Step-by-step notebook: emoji_pytorch.ipynb

• Python script: emoji_script.py

Usage: python emoji_script.py

Dependencies

• numpy
• pytorch
• pandas
• tqdm
• emoji

Result

Training accuracy: 100% Test accuracy: 91.07%