Closed shane-huang closed 5 years ago
automl.regression.time_sequence.TimeSequencePredictor
automl.feature.abstract.BaseFeatures
automl.feature.time_sequence.TimeSequenceFeatures
automl.model.abstract.BaseModel
automl.model.VanillaLSTM
automl.model.Seq2Seq
automl.model.time_sequence.TimeSequenceModel
automl.search.abstract.SearchEngine
automl.search.RayTuneSearchEngine
automl.pipeline.abstract.Pipeline
automl.pipeline.time_sequence.TimeSequencePipeline
TimeSequencePredictor
DummyTimeSequenceFeatures
VanillaLSTM
automl.regression.time_sequence.TimeSequencePredictor
automl.feature.abstract.BaseFeatures
- feature transformersautoml.feature.time_sequence.TimeSequenceFeatures
automl.model.abstract.BaseModel
- models (including single model and multi model selections).automl.model.VanillaLSTM
automl.model.Seq2Seq
automl.model.time_sequence.TimeSequenceModel
- select models from a bunch of modelsautoml.search.abstract.SearchEngine
- search engine interfaceautoml.search.RayTuneSearchEngine
automl.pipeline.abstract.Pipeline
- only evaluate and predict, no fit, used for deploymentautoml.pipeline.time_sequence.TimeSequencePipeline
TimeSequencePredictor
, usingDummyTimeSequenceFeatures
andVanillaLSTM
.