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auto-encoders vs auto-encoder

Both 'auto-encoders' and 'auto-encoder' are correct, but they are used in different contexts. 'Auto-encoders' is the plural form used when referring to multiple instances of the machine learning model, while 'auto-encoder' is the singular form used when referring to a single instance.

Last updated: March 26, 2024 • 708 views

auto-encoders

This is correct when referring to multiple instances of the machine learning model.

Use 'auto-encoders' when talking about more than one auto-encoder model.

Examples:

  • I am studying different types of auto-encoders.
  • The auto-encoders performed well on the image reconstruction task.

Alternatives:

  • multiple auto-encoders
  • several auto-encoders
  • various auto-encoders
  • numerous auto-encoders
  • a collection of auto-encoders

auto-encoder

This is correct when referring to a single instance of the machine learning model.

Use 'auto-encoder' when talking about a single auto-encoder model.

Examples:

  • The auto-encoder is a type of neural network used for unsupervised learning.
  • I implemented an auto-encoder for anomaly detection.

Alternatives:

  • a single auto-encoder
  • one auto-encoder model
  • an auto-encoder instance
  • a specific auto-encoder
  • a particular auto-encoder

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