Pytorch implementation of contractive predictive coding (CPC)

Original paper: "Representation Learning with Contrastive Predictive Coding ", Aaron van den Oord, Yazhe Li, Oriol Vinyals, (https://arxiv.org/abs/1807.03748)

Dependency

CPC_on_HAR_dataset.ipynb : CPC implementation using human activity recognition datasets

Name		Name	Last commit message	Last commit date
Latest commit History 69 Commits
scripts		scripts
.gitignore		.gitignore
CPC_on_HAR_dataset.ipynb		CPC_on_HAR_dataset.ipynb
README.md		README.md
VAE_test.ipynb		VAE_test.ipynb
analyze_CPC.ipynb		analyze_CPC.ipynb
cpc.py		cpc.py
datasets.py		datasets.py
divergence.py		divergence.py
index.html		index.html
label_predict.py		label_predict.py
label_prediction.ipynb		label_prediction.ipynb
main.py		main.py
opportunity.py		opportunity.py
requirements.txt		requirements.txt
run_sacred.py		run_sacred.py
run_sacred_label.py		run_sacred_label.py
sacred.ipynb		sacred.ipynb
sacred_wrap.py		sacred_wrap.py
sampler.ipynb		sampler.ipynb
sampling.py		sampling.py
test.py		test.py
utils.py		utils.py
vae.py		vae.py