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1. optical-rl-gym optical-rl-gym Public

   Set of reinforcement learning environments for optical networks

   Python 58 43

2. JLT-2020-ML-Practical-Perspective JLT-2020-ML-Practical-Perspective Public

   This repository has the implementation of the results presented in the JLT paper.

   Jupyter Notebook 2 3

3. osa-networks-one-shot-learning osa-networks-one-shot-learning Public

   This repository contains the implementation used to generate the results presented in the paper "One-Shot Learning for Modulation Format Identification in Evolving Optical Networks" presented at th…

   Jupyter Notebook 8 3

4. 2020_JOCN_EVM_Estimation_using_CNN 2020_JOCN_EVM_Estimation_using_CNN Public

   Forked from JhoneFan/2020_JOCN_EVM_Estimation_using_CNN

   This repository contains the implementation used to generate the results presented in the paper "Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation" pres…

   Python 5 2

5. 2020-JOCN-efficient-ML 2020-JOCN-efficient-ML Public

   Repository containing the implementation of the work published in JOCN. The work studies the impact of using dimensionality reduction methods to the identification of attacks and anomalies in optic…

   Jupyter Notebook 4 1

6. 2021-CommLetters-SpectrumAnomalyDetectionWithDeepUnsupervisedLearning 2021-CommLetters-SpectrumAnomalyDetectionWithDeepUnsupervisedLearning Public

   This repository contains the implementation of the paper "Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning" published in the IEEE Communication Letters.

   Jupyter Notebook 6 2