Comments (4)
the export method allows us to export the model in the form of hdf5 or pkl, so that we can import it afterwards and apply the method disaggregate_chunk without doing the training of the algorithm again.
This is correct! The import_model
method does not return a new variable but it sets the internal attributes of the dissagregator
. So, after calling the method, the disaggregator
variable has loaded the model from the file and is trained and ready to go.
Please note that exporting the model works only with hdf5 files and not with pkl.
from neural-disaggregator.
@OdysseasKr Thanks a lot for the explanation, I get it.
from neural-disaggregator.
Hello @ikrambennasrbennasr
The import_model
method does not return anything and works like this:
disaggregator.import_model("model-redd5.h5")
predictions = disaggregator.disaggregate_chunk(A_batch)
This should fix the error.
from neural-disaggregator.
Thanks @OdysseasKr for your response.
In fact, that's what i did and it worked. But I did not understand the usefulness of the import method, if it does not import the model. What I understood, and it's up to you to correct me of course, that the export method allows us to export the model in the form of hdf5 or pkl, so that we can import it afterwards and apply the method disaggregate_chunk without doing the training of the algorithm again. So the question here is what is the utility of the import method if it does not have an output?
Thanks a lot.
from neural-disaggregator.
Related Issues (20)
- How do you extract activations and select windows in your code? HOT 3
- Add requirements HOT 1
- Question about model used in RNN HOT 1
- train_across_buildings and train_across_buildings_chunk HOT 4
- Why just load mains from only one meter of site_meter? HOT 3
- 'GRUDisaggregator' object has no attribute '_pre_disaggregation_checks HOT 8
- Question: Basic Parameters HOT 1
- question about train_elec.mains() for ukdale HOT 1
- prediction of the whole appliances HOT 2
- installation
- How did you ues NILMTK HOT 2
- Loading Model HOT 1
- Question:sample-period HOT 1
- I'm not good at programming. I hope you can give me some guidance HOT 5
- ModuleNotFoundError: No module named 'nilmtk' HOT 1
- ModuleNotFoundError: No module named 'rnndisaggregator'
- The result data is not correct HOT 6
- MIT License HOT 1
- Attribute error
- ValueError: The file 'disag-out.h5' is already opened, but not in read-only mode (as requested).
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from neural-disaggregator.