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yabata committed Jan 21, 2016
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Expand Up @@ -6,7 +6,7 @@ pyrenn is a [recurrent neural network](https://en.wikipedia.org/wiki/Recurrent_n

## Features

* pyrenn allows to create a wide range of (recurrent) neural network topologies
* pyrenn allows to create a wide range of (recurrent) neural network configurations
* It is very easy to create, train and use neural networks
* It uses the [Levenberg–Marquardt algorithm](https://en.wikipedia.org/wiki/Levenberg%E2%80%93Marquardt_algorithm) (a second-order Quasi-Newton optimization method) for training, which is much faster than first-order methods like [gradient descent](https://en.wikipedia.org/wiki/Gradient_descent). In the matlab version additionally the [Broyden–Fletcher–Goldfarb–Shanno algorithm](https://en.wikipedia.org/wiki/Broyden%E2%80%93Fletcher%E2%80%93Goldfarb%E2%80%93Shanno_algorithm) is implemented
* The python version is written in pure python and numpy and the matlab version in pure matlab (no toolboxes needed)
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