Understanding emotions - from Keras to pyTorch

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Understanding emotions - from Keras to pyTorch #27

Open MarioGzSl opened 4 years ago

MarioGzSl commented 4 years ago

TL;DR

How to implement DeepMoji from scratch in pyTorch.

Article Link

Understanding emotions - from Keras to pyTorch

Author

Huggingface 🤗

Key Takeaways

Custom LSTM module
Attention layer
PackedSequence [doc]
DataSet class [doc]
Initialization of the weights

Useful Code Snippets

import torch

Useful Tools

Comments/ Questions

khuyentran1401 commented 4 years ago

Nice article. What do you think about using this for?

MarioGzSl commented 4 years ago

This article is very useful in two ways.

As a pipeline to develop NLP models in pyTorch from scratch
For feature extraction related to emotions to feed other models.

khuyentran1401 commented 4 years ago

Nice. I will go back to this article in the future as I need to perform feature extraction related to emotion or want to build NLP models in PyTorch from scratch