Machine learning model

[emilianbold]

I wonder, is there any chances the existing data could be used to maybe predict future values?

We could either show a notification or a hint based on some predicted future state.

[emilianbold]

I'm working on the neural network on this branch https://github.com/emilianbold/glucosio-ios/tree/recurrent-neural-network

Right now everything is there, including some debug-only settings to tweak the training.

Still, the network is not training well and I'm not getting good predictions.

Could I get access to some actual values? I'm using my random entries which might be the reason the neural network is unable to train properly or infer anything.

I also found a small bug in the underlying RNN library, although it might also be me mis-using it: Kalvar/ios-RNN#1

[emilianbold]

I've implemented a LSTM neural network here https://github.com/emilianbold/swift-lstm

Still, the problem seems to be that with the data I found the results are not very good: the network is not training well and is not predicting well.