Questions tagged [encoder]

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How to use an encoder to do feature extraction

I'm newbie with all of data science. I have a pre-trained U-Net network from which I get its encoder. Now I have to use a picture to get its features. With the whole U-Net I do this with fit method: <...
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140 views

How to add a Decoder & Attention Layer to Bidirectional Encoder with tensorflow 2.0

I am a beginner in machine learning and I'm trying to create a spelling correction model that spell checks for a small amount of vocab (approximately 1000 phrases). Currently, I am refering to the ...
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55 views

sklearn serialize label encoder for multiple categorical columns

I have a model with several categorical features that need to be converted to numeric format. I am using a combination of LabelEncoder and OneHotEncoder to achieve this. Once in production, I need to ...
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33 views

Encoding correlation

I have rather theory-based question as I'm not that experienced in encoders, embeddings etc. Scientifically I'm mostly oriented around novel evolutionary model-based methods. Let's assume we have ...
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79 views

How do I implement Dual-encoder model in Pytorch?

I am trying to implement the paper titled Learning Cross-lingual Sentence Representations via a Multi-task Dual-Encoder Model. Here the encoder and decoder share the same weights but I am unable to ...