在 Keras 中导入 Attention 包会出现 ModuleNotFoundError: No module named 'attention'

Question

As part of my imports, I am importing the AttentionLayer package as follows:

from attention import AttentionLayer

I get the following error:

ModuleNotFoundError: No module named 'attention'

I figured this might be because I need to pip install it so I tried based on other answers I found online a few pip installs I tried were:

pip install AttentionLayer
pip install Attention 
pip install keras-self-attention

All 3 of those give me:

Could not find a version that satisfies the requirement keras-self-attention (from versions: ) No Matching distribution found for....

Why am I not getting it to work and how can I fix it?

I have a suspicion that it might be related to setting the pythonpath but I do not have admin rights to edit this at work.

Thank you.

Answer 1

try using the name keras-attention :

pip install keras-attention

you can search pip for packages like this:

pip search attention
keras-attention (1.0.0)                      - Attention Mechanism Implementations for NLP via Keras
.
.
.
(other stuff)

Answer 2

Try this:

1. Install keras-self-attention: pip install keras-self-attention

2. Import SeqSelfAttention: from keras_self_attention import SeqSelfAttention

It worked for me!

Answer 3

我正在 google collab 上工作，此代码在 2021 年 2 月对我有用 pip install keras-self-attention

Answer 4

It's because You didn't have attention module, go to this link https://github.com/thushv89/attention_keras/blob/master/layers/attention.py and use this attention module. Regards.