DEPLOYMENT OF FHMM

[saurabh....@gmail.com]

How to deploy the FHMM model from NILMTK?

I can't seem to use the pickle file as it won't load.

[Nipun Batra]

A few questions to clarify:

1. What do you mean by deploy?
2. Why can't you use pickle files?

If I understand correctly, I think you want to train once, store the model in pickle and then use the trained model (after unpickling) to disaggregate. I think all the pieces individually work correctly in NILMTK.

On Wed, Nov 28, 2018 at 4:39 PM <saurabh....@gmail.com> wrote:

How to deploy the FHMM model from NILMTK?

I can't seem to use the pickle file as it won't load.

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[saurabh....@gmail.com]

Thank you for replying.

To answer your 1st question,i want to deploy the FHMM model as a REST API(using Flask) for which i need the pickle file.

I tried to pickle this example ( https://github.com/nilmtk/nilmtk/blob/master/tests_on_large_datasets/redd_house3_f1_score.py ) but i am using the iAWE dataset instead of the REDD dataset.

I get the following error. ( https://pastebin.com/p2kW4iy0 ) [ including the code ]

On Wednesday, November 28, 2018 at 5:22:27 PM UTC+5:30, nipun batra wrote:

A few questions to clarify:

1. What do you mean by deploy?
2. Why can't you use pickle files?

If I understand correctly, I think you want to train once, store the model in pickle and then use the trained model (after unpickling) to disaggregate. I think all the pieces individually work correctly in NILMTK.

On Wed, Nov 28, 2018 at 4:39 PM <saurabh....@gmail.com> wrote:

How to deploy the FHMM model from NILMTK?

I can't seem to use the pickle file as it won't load.

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