Daniel Ryan

Moved: Shared weights

3

This suggestion was moved from Neataptic. https://github.com/wagenaartje/neataptic/issues/54 > In order to amplify the results of neural networks on larger datasets (i.e. MNIST), we need to implement shared weights. This will...

maxNodes/maxConns doesn't seem to always work

7

This is an old Neataptic bug that is still happening. "maxNodes" and "maxConns" don't seem to always work. After a while, they will increase over the maximum. My settings: ```...

Set of visualization utilities

2

Tensorflow.js has tfjs-vis, this is a small set of visualization utilities. A very handy way to set up graphs to see how well your training is going. Demo here: https://storage.googleapis.com/tfjs-vis/mnist/dist/index.html...

Infinity/NaN output

10

An [old Neataptic bug](https://github.com/wagenaartje/neataptic/issues/130) which is still bugging me. I'm getting Infinity/NaN outputs while training. Using the latest Node.js. My settings: ```javascript Methods.mutation.MOD_ACTIVATION.mutateOutput = false; Methods.mutation.MOD_ACTIVATION.allowed = [ Methods.activation.LOGISTIC, Methods.activation.TANH,...

How to train a NN to check if a graph is cyclic

11

This is more of a help question than a bug/suggestion but this might be a good example of an advanced case for https://github.com/liquidcarrot/carrot/issues/28 What would be the best way to...

popsize more than 500 crashes

8

When I set my popsize on Neat over 500 it crashes when I run `neat.evolve()`. I'm using the latest version of Node.js and Carrot. The memory with popsize as 500...

So we have maxNodes, maxConns, maxGates, to stop the network from growing too big. I'm suggesting we should have a min version of each to stop the network from going...

Moved: Layer.LSTM not performing as well as Architect.LSTM

2

This bug has been moved from Neataptic. https://github.com/wagenaartje/neataptic/issues/25 > Currently I'm rewriting all the built-in networks code to construct networks form layers instead of groups and nodes. However, using groups/nodes...

Moved: Add Liquid State Machine (LSM) from Synaptic

1

This suggestion has been moved from Neataptic. https://github.com/wagenaartje/neataptic/issues/76 > I'd love to see the Liquid State Machine implemented in Neataptic. > I noticed there was a similar functionality in the...

This issue has been moved from Neataptic. https://github.com/wagenaartje/neataptic/issues/78 > If i run network.evolve the function return a promise with the result, but if i run network.train i get a result....