neural-disaggregator

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The result data is not correct

6

hi, i have run RNN-example.ipynb,but the data is not correct. my result is ============ Recall: 0.06080812748658777 ============ Precision: 0.7873688147161255 ============ Accuracy: 0.29049305213046556 ============ F1 Score: 0.11289725264136873 ============ Relative error in...

RengarWang

after calling " rnn.disaggregate(test_mains, output, train_meter, sample_period=1) " there should be a output.close() or error will be raised.

Ben-Yee

Thanks for your work, but I have a question about it. in case of redd dataset there are two meters in site meter so only one meter of site meter...

sastry3009

ModuleNotFoundError: No module named 'nilmtk'

1

Hello! Thank you sir for your great work. could you tell me please how can i call the nilmtk and RNNDisaggregator.

ElhacenBenglia

Training Multiple Buildings: Window GRU with REDD dataset

2

Hello! I am attempting to use your implementation of the WindowGRU algorithm to train across multiple houses. The following is how the code is structured, I am having issues with...

VidipG

I'm not good at programming. I hope you can give me some guidance

5

Hello! Thank you for your contribution. I would like to know how to add loss visualization function in RNN network. I would like to observe its fitting

chowlay1996

Question：sample-period

1

Hello： I‘m confused about the sample_period, I set sample_period=1 for the dish washer but get bad results, the predict result can hardly match the actual data.May I ask about the...

Merelynn

Loading Model

1

Hello everybody , thank you OdysseasKr for the great work i have tried the Recurrent network with LSTM , i have trained the model then exported it and it's working...

Oussama1920

prediction of the whole appliances

2

Hi, I found your project very interesting. Just a quick question.Is it possible to train and test the whole number of appliances (not only a single one)?. If it is...

charlicruz

question about train_elec.mains() for ukdale

1

Hi, Sir Thanks for your help. I am so confused for the following, input(for ukdale): train_meter = train_elec.submeters()['kettle'] train_mains = train_elec.mains() output: ElecMeter(instance=54, building=1, dataset='UK-DALE', site_meter, appliances=[Appliance(type='immersion heater', instance=1), Appliance(type='water...

Hessen525