Prophecis v0.3.0
Prophecis v0.3.0 mainly publish MLFlow module and Model Factory module.
Enhancement
[1] Add mlflow module to support the workflow management of machine learning experiment; #42 #43 #48 #51 #53
[2] Add mlflow appconn module to support embedding machine learning workflow into datasphere studio workflow; #44
[3] A new databrick mlflow server is added to support the storage and tracking of the recorded data of modeling experiments; #48
[4] Add a new model factory service to support model registration, deployment and image construction; #45
[5] Optimize the notebook instance management capability of mllabis, and add log viewing, resource modification, resource release and other functions; #47 #50
[6] Optimize the notebook sparkclient of mllabis and support the creation of multiple sparkclient instances; #47
[7] Optimize doc module, add appconn compilation and deployment documents, and update relevant documents of user_manual; #50
[8] Optimize the install module and add a model factory deployment script (helm chart). #46