jbrain

0.2.4 • Public • Published

Jbrain

Neural network in javascript

Code Climate | Build Status | npm version

Work in progress.

  • Initially a simple neural network implementation( with quadratic cost function,sigmoid activation and stochastic gradient descent).
  • Will update further for preventing overfitting(L1,L2 regularisation) , more cost functions(log likelihood, cross entropy etc.),
    activation functions(softmax).
  • Other machine learning algorithms like SVM.

--Any help or suggestion is appreciated. The Ndime.js file in helper directory is another of my projects, Here is the link to it : Vector_JS .

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Version

0.2.4

License

MIT

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  • abt10