Time-Contrastive Learning
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tcl
README.md
tcl_evaluation.py
tcl_training.py

README.md

Time-Contrastive Learning (TCL)

Python (tensorflow) code to perform the simulation in the paper

Hyvarinen, A., Morioka, H., Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA. In Advances in Neural Information Processing Systems (NIPS2016), pp. 3765–3773, 2016.

If you are using pieces of the posted code, please cite the above paper.

Version 1.0, 1 May 2018
Author: Hiroshi Morioka.
License: Apache License, Version 2.0

Main codes:
tcl_training.py - training
tcl_evaluation.py - evaluation