https://github.com/spijkervet/contrastive-predictive-coding

PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)
https://github.com/spijkervet/contrastive-predictive-coding

contrastive-predictive-coding cpc

Last synced: 7 months ago
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PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018)

• Host: GitHub
• URL: https://github.com/spijkervet/contrastive-predictive-coding
• Owner: Spijkervet
• Created: 2020-02-21T13:56:46.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2021-11-25T03:32:10.000Z (over 3 years ago)
• Last Synced: 2024-12-02T14:47:56.963Z (7 months ago)
• Topics: contrastive-predictive-coding, cpc
• Language: Python
• Homepage:
• Size: 52.7 KB
• Stars: 82
• Watchers: 5
• Forks: 12
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

        
# Contrastive Predictive Coding

Implementation of PyTorch implementation of Representation Learning with Contrastive Predictive Coding by Van den Oord et al. (2018).

Paper

  

  ## Usage

  ```python main.py```

  

Set the experiment's configuration parameters in the `config/audio` folder's files.

This implementation uses sacred to manage experiments.