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Which models can I use? TSRegressor about tsai HOT 1 OPEN

callmesora avatar callmesora commented on September 26, 2024 1
Which models can I use? TSRegressor

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erickmiller avatar erickmiller commented on September 26, 2024

Hey @callmesora I'm not a maintainer of the project or anything, but I was looking for the answer to the same question -- and I think the answer is any model that ends with the word "Plus" (but I am still testing this theory currently) if I am correct that would reduce your list to:

tsregression_compatible = ['FCNPlus', 'InceptionTimePlus', 'InceptionTimePlus17x17', 'InceptionTimePlus32x32', 
'InceptionTimePlus47x47', 'InceptionTimePlus62x62', 'InceptionTimeXLPlus', 'MultiInceptionTimePlus', 
'MiniRocketFeaturesPlus', 'MultiRocketPlus', 'MiniRocketPlus', 'InceptionRocketFeaturesPlus', 'InceptionRocketPlus', 
'HydraPlus', 'HydraMultiRocketPlus', 'RNNPlus', 'LSTMPlus', 'GRUPlus', 'RNN_FCNPlus', 'LSTM_FCNPlus', 'GRU_FCNPlus', 
'MRNN_FCNPlus', 'MLSTM_FCNPlus', 'MGRU_FCNPlus', 'ResNetPlus', 'TSTPlus', 'MultiTSTPlus', 'TSiTPlus', 
'TSSequencerPlus', 'XCMPlus', 'XResNet1dPlus', 'XceptionTimePlus', 'mWDNPlus', 'RNNAttentionPlus', 
'LSTMAttentionPlus', 'GRUAttentionPlus', 'TransformerRNNPlus', 'TransformerLSTMPlus', 'TransformerGRUPlus', 
'ConvTranPlus']

My current theory is based on the answer from @oguiza found in this issue

Also, I am not sure if the models ending with a lowercase plus also work with regression, but I'm planning to test that probably also, although I'm most interested in testing the transformer models for now.

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