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HPO-support model list needs to be updated #571

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WenjieDu opened this issue Feb 19, 2025 · 0 comments
Closed

HPO-support model list needs to be updated #571

WenjieDu opened this issue Feb 19, 2025 · 0 comments
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@WenjieDu
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WenjieDu commented Feb 19, 2025

Issue description

Currently HPO supported models are listed below, and this list needs to be updated to match the latest included NNs, otherwise users may encounter bugs when tuning their models.

NN_MODELS = {
# imputation models, sorted by the first letter of the model name
"pypots.imputation.Autoformer": Autoformer,
"pypots.imputation.BRITS": BRITS,
"pypots.imputation.CSDI": CSDI,
"pypots.imputation.Crossformer": Crossformer,
"pypots.imputation.DLinear": DLinear,
"pypots.imputation.ETSformer": ETSformer,
"pypots.imputation.FreTS": FreTS,
"pypots.imputation.FiLM": FiLM,
"pypots.imputation.GPVAE": GPVAE,
"pypots.imputation.GRUD": GRUD,
"pypots.imputation.Informer": Informer,
"pypots.imputation.iTransformer": iTransformer,
"pypots.imputation.Koopa": Koopa,
"pypots.imputation.MICN": MICN,
"pypots.imputation.MRNN": MRNN,
"pypots.imputation.NonstationaryTransformer": NonstationaryTransformer,
"pypots.imputation.PatchTST": PatchTST,
"pypots.imputation.Pyraformer": Pyraformer,
"pypots.imputation.Reformer": Reformer,
"pypots.imputation.RevIN_SCINet": RevIN_SCINet,
"pypots.imputation.SAITS": SAITS,
"pypots.imputation.SCINet": SCINet,
"pypots.imputation.StemGNN": StemGNN,
"pypots.imputation.TimesNet": TimesNet,
"pypots.imputation.TiDE": TiDE,
"pypots.imputation.Transformer": Transformer,
"pypots.imputation.USGAN": USGAN,
# classification models
"pypots.classification.BRITS": BRITS_classification,
"pypots.classification.GRUD": GRUD_classification,
"pypots.classification.Raindrop": Raindrop,
# clustering models
"pypots.clustering.CRLI": CRLI,
"pypots.clustering.VaDER": VaDER,
}

@WenjieDu WenjieDu added the question Further information is requested label Feb 19, 2025
@WenjieDu WenjieDu self-assigned this Feb 19, 2025
@WenjieDu WenjieDu added potential bug and removed question Further information is requested labels Feb 19, 2025
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