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43 Open 5 Closed
43 Open 5 Closed
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Issues list

give the net two inputs: raw power and fdiff research idea
#48 opened Feb 24, 2015 by JackKelly
2 tasks
ASAP
Gradient clipping research idea
#46 opened Feb 24, 2015 by JackKelly ASAP
Automate running multiple models research idea
#44 opened Feb 20, 2015 by JackKelly ASAP
Deep Latent Gaussian Models (DLGMs) research idea
#43 opened Feb 20, 2015 by JackKelly
Fix NaNs during training on 5-appliances bug
#42 opened Feb 20, 2015 by JackKelly
3 of 23 tasks
ASAP
Validation data should use different activations bug
#40 opened Feb 18, 2015 by JackKelly ASAP
Automatic architecture search research idea
#39 opened Feb 17, 2015 by JackKelly ASAP
Try quantising input data OR using linspace to init weights research idea
#38 opened Feb 16, 2015 by JackKelly
More realistic data research idea
#37 opened Feb 16, 2015 by JackKelly ASAP
1
Pipeline for processing inputs and outputs
#36 opened Feb 16, 2015 by JackKelly ASAP
Clockwork RNNs research idea
#35 opened Feb 16, 2015 by JackKelly
Build awesome disag algo into a web service
#34 opened Feb 16, 2015 by JackKelly
train net on many appliances and then extract the ‘knowledge’ for a single appliance? research idea
#33 opened Feb 16, 2015 by JackKelly
Dealing with missing samples and different sample rates research idea
#32 opened Feb 16, 2015 by JackKelly
force the outputs to sum to no more than the aggregate power demand at each time slice research idea
#31 opened Feb 16, 2015 by JackKelly
MultiModel disaggregation research idea
#30 opened Feb 16, 2015 by JackKelly
Ensemble research idea
#29 opened Feb 16, 2015 by JackKelly
Mixture density network research idea
#28 opened Feb 16, 2015 by JackKelly
Use two networks: one outputs boolean for if the appliance is on or off research idea
#27 opened Feb 16, 2015 by JackKelly
Pre train on unlabelled data (e.g from xively) research idea
#26 opened Feb 16, 2015 by JackKelly
one network per appliance (multiple experts) vs one network for all classes of appliances research idea
#25 opened Feb 16, 2015 by JackKelly
'Skip' connections research idea
#24 opened Feb 16, 2015 by JackKelly
Output both power demand and classification research idea
#23 opened Feb 16, 2015 by JackKelly
Try getting net to map just from fdiff to quantized fdiff research idea
#22 opened Feb 16, 2015 by JackKelly
Comparisons for paper research idea
#21 opened Feb 16, 2015 by JackKelly
2 tasks
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