fjxmlzn / DoppelGANger

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
http://arxiv.org/abs/1909.13403
BSD 3-Clause Clear License
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Code of AR and HMM baseline #44

Open zhou-zl18 opened 1 year ago

zhou-zl18 commented 1 year ago

Thanks for your great work. But I don't quite understand your implementation of baselines AR and HMM: (1) How do you train the HMM and use it to generate time series? (2) In AR model, if I understand correctly, you randomly sample the first record R1 from the distribution of training data, and then autogressively use AR to predict the next record. But with p=3, the model need 3 past steps to predict the next step, so maybe you need to sample the first three records? (3) Could you provide the code of these baselines?