Train and deploy on the fly dynamically

2017-08-05 Thread William Cao
Hi, PredictionIO Support: We are planning to use PredictionIO combine with deeplearning4j. and use Java client SDK to have rest calls from Spring. One question I would like to post is we need to pass training data and deploy in the run time instead of issue "pio train" and "pio deploy" prediction

Re: Train and deploy on the fly dynamically

2017-08-05 Thread Pat Ferrel
PredictionIO only supports batch training of models. If you want online training that updates models with every new input be aware that DL4J is not fast enough to guarantee what some call “kappa” style online learning and PIO does not directly support it. One hack I have used with another onli