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shu/do not enforce features in model component #67
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ykeremy
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wintonzheng
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* chained model evaluation (#58) * multi model evaluation * fix test * chained model evaluation * cache model output * v bump * support dict model output * rename * add get_model_output support * fix * 0.0.18-beta1 * shu/more 0.0.18 fix (#62) * ChainedModelInput should be in wyvern.__init__ * doc for target in ModelEventData * docstring for get_model_output * beta2 * by default we should not cache model output * cache output for modelbit component (#64) * 0.0.18-beta3 * shu/do not enforce features in model component (#67) * return empty set for model component manifest_feature_names * version beta4 * target -> model_key (#70) * SingleEntityPipeline (v0.0.18-beta5) (#69) * introduce singular model component and singular pipeline * SingularBusinessLogicPipeline * integrate with business logic in SingularPipelineComponent * update to SingleEntity style * update to SingleEntity style * single entity pipeline * update generic type order for business logic components * SingleEntityModelbitComponent * address feedbacks for single entity pipeline (#72) * address feedbacks for single entity pipeline * feature store feature available in realtime feature * v0.0.18-beta6 * Fix how we filter real time features before feature retrieval (#66) * Fix how we filter real time features before feature retrieval * Bump version to 0.0.18-beta7 * v0.0.18b7 - support any dictionary type * v0.0.18 --------- Co-authored-by: Kerem Yilmaz <[email protected]>
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in v0.0.18, manifest_feature_names won't be a required-to-define function anymore as now a lot more models within the ModelChain will not have to depend on a specific feature.