Limdu and Synaptic, Alpha.

[oritwoen]

Synaptic - architecture-free neural network library for node.js and the browser.

First release. It will be gradually expanded to provide all the features Limdu and Synaptic.

var limdu = require('limdu');

var Options = [{ Inputs: 2, Hidden: 2, Outputs: 1 }]
//All options in https://github.com/cazala/synaptic/wiki/Trainer#options

var Classifier = new limdu.classifiers.Synaptic(Options);

var TrainingSet =
[
      { input: [0,0], output: [0] },
      { input: [0,1], output: [1] },
      { input: [1,0], output: [1] },
      { input: [1,1], output: [0] }
]

Classifier.trainBatch(TrainingSet);

console.log(Classifier.classify([1,0]));

/* Response
iterations 1000 error 0.7186739001361462 rate 0.1
iterations 2000 error 0.6491794090041461 rate 0.1
iterations 3000 error 0.5252686333641889 rate 0.1
iterations 4000 error 0.5120039035297583 rate 0.1
iterations 5000 error 0.5074936397380782 rate 0.1
iterations 6000 error 0.5006203011889089 rate 0.1
iterations 7000 error 0.028994141931717198 rate 0.1
iterations 8000 error 0.012387254089101019 rate 0.1
iterations 9000 error 0.00799815060929144 rate 0.1
iterations 10000 error 0.005932337534569962 rate 0.1
[ 0.9954244092543398 ]

[erelsgl]

Dear Inder,

Thank you for your contribution! Can you add unit-tests in the test folder?

[oritwoen]

Yes, I'll add in a few days :)

[Berkmann18]

Ping @ririen

[oritwoen]

Ugh, it's been a long time since the creation of this PR. I took care of something then and completely forgot about it, thanks for the ping @Berkmann18

If you or someone else is interested in this, I will be happy to return to it as a priority. Now I also have a lot of work but I will take care of it.

[Berkmann18]

@ririen

Ugh, it's been a long time since the creation of this PR. I took care of something then and completely forgot about it, thanks for the ping @Berkmann18

No problem 😁.

If you or someone else is interested in this, I will be happy to return to it as a priority. Now I also have a lot of work but I will take care of it.

I am.

[oritwoen]

I'm closing this pull request. I don't have time for it at the moment, and I'm no longer interested in the topic of machine learning libraries.

It has been hanging for several years, there is no point in keeping it hanging any longer.