Contrastive Predictive Coding

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

Usage

python main.py

Set the experiment's configuration parameters in the config/audio folder's files. This implementation uses sacred to manage experiments.

Name		Name	Last commit message	Last commit date
Latest commit History 37 Commits
.idea		.idea
config/audio		config/audio
data		data
modules		modules
scripts		scripts
slide		slide
testing		testing
utils		utils
validation		validation
.gitignore		.gitignore
README.md		README.md
download_datasets.sh		download_datasets.sh
environment.yml		environment.yml
experiment.py		experiment.py
main.py		main.py
main_hc.py		main_hc.py
main_lorenz.py		main_lorenz.py
main_m1.py		main_m1.py
main_mc.py		main_mc.py
main_ms.py		main_ms.py
main_temp.py		main_temp.py
model.py		model.py
predict_hc.py		predict_hc.py
predict_lorenz.py		predict_lorenz.py
predict_m1.py		predict_m1.py
predict_ms.py		predict_ms.py
predict_temp.py		predict_temp.py
setup.sh		setup.sh
setup_apex.sh		setup_apex.sh
train_audio.sh		train_audio.sh
train_classifier.sh		train_classifier.sh