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Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

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RNN MRI

A visualization of the internal dynamics of a character-lever Recurrent Neural Network (RNN) during training, prediction, and generation.

Uses recurrentjs.

Heavily adapted from the character-level demo in the recurrentjs repository.

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MIT

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Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

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  • HTML 63.8%
  • JavaScript 33.7%
  • CSS 2.5%